diff --git a/backend/internal/domain/discovery/enrich/cache.go b/backend/internal/domain/discovery/enrich/cache.go
new file mode 100644
index 0000000..3e812b2
--- /dev/null
+++ b/backend/internal/domain/discovery/enrich/cache.go
@@ -0,0 +1,42 @@
+package enrich
+
+import (
+	"crypto/sha256"
+	"encoding/hex"
+	"fmt"
+	"time"
+)
+
+// CacheKey derives a stable cache key from the (normalized name, city, year)
+// tuple. Two rows with the same tuple share a cache entry — the LLM answer
+// doesn't change when the crawler rediscovers the same market.
+//
+// A row without a known start date should pass year=0; those entries share a
+// bucket, which is slightly lossy but acceptable — date-less markets with
+// LLM-derived descriptions are rare and regenerating on demand is cheap.
+func CacheKey(nameNormalized, stadt string, year int) string {
+	// nameNormalized is already lowercased + stripped by the caller; stadt is
+	// lowercased here to avoid cache misses from casing drift.
+	raw := fmt.Sprintf("%s|%s|%d", nameNormalized, lowerASCII(stadt), year)
+	sum := sha256.Sum256([]byte(raw))
+	return hex.EncodeToString(sum[:])
+}
+
+// DefaultCacheTTL is the default lifetime for enrichment cache entries.
+// 30 days: long enough to amortise cost across re-crawls, short enough that
+// source edits (new organiser, changed opening hours) eventually propagate.
+const DefaultCacheTTL = 30 * 24 * time.Hour
+
+// lowerASCII lower-cases bytes in the ASCII range. Avoids pulling in
+// strings.ToLower's unicode handling so the key stays deterministic across
+// locales; the German diacritics are already normalised out in
+// NameNormalized, and Stadt values here are already ASCII-ish.
+func lowerASCII(s string) string {
+	b := []byte(s)
+	for i, c := range b {
+		if c >= 'A' && c <= 'Z' {
+			b[i] = c + ('a' - 'A')
+		}
+	}
+	return string(b)
+}
diff --git a/backend/internal/domain/discovery/enrich/crawl.go b/backend/internal/domain/discovery/enrich/crawl.go
new file mode 100644
index 0000000..a87fbac
--- /dev/null
+++ b/backend/internal/domain/discovery/enrich/crawl.go
@@ -0,0 +1,97 @@
+package enrich
+
+import (
+	"context"
+	"time"
+)
+
+// Geocoder is the narrow interface crawl-enrich depends on for lat/lng.
+// *pkg/geocode.Geocoder satisfies this; tests inject a stub.
+type Geocoder interface {
+	Geocode(ctx context.Context, street, city, zip, country string) (*float64, *float64, error)
+}
+
+// Contribution is the subset of one source's data crawl-enrich reads. Callers
+// adapt their domain-specific contribution type to this before invoking
+// CrawlEnrich — keeps the enrich package free of a reverse import.
+type Contribution struct {
+	PLZ       string
+	Venue     string
+	Organizer string
+}
+
+// Input is the read-only context CrawlEnrich needs: the market's city and
+// country (for geocoding) plus the per-source contributions already gathered
+// by the crawler. All other domain-row fields are irrelevant to the crawl pass.
+type Input struct {
+	Stadt         string
+	Land          string
+	Contributions []Contribution
+}
+
+// CrawlEnrich fills as many fields as possible from data already in hand —
+// the caller's Contribution list and (optionally) a geocoder. Returns a
+// fully-populated Sources map so downstream code can tell which pass
+// contributed each field.
+//
+// No LLM, no AI, no paid APIs. Nominatim counts as crawl-enrich because the
+// call is deterministic and already rate-limited by pkg/geocode.
+//
+// geocoder may be nil; lat/lng simply stay empty in that case.
+func CrawlEnrich(ctx context.Context, in Input, geocoder Geocoder) Enrichment {
+	out := Enrichment{Sources: Sources{}}
+
+	// Consolidate text fields from contributions — first non-empty wins.
+	// Order is deterministic because the caller's list is expected to be
+	// pre-sorted (crawler Merge step orders by source name).
+	for _, c := range in.Contributions {
+		if out.PLZ == "" && c.PLZ != "" {
+			out.PLZ = c.PLZ
+			out.Sources["plz"] = ProvenanceCrawl
+		}
+		if out.Venue == "" && c.Venue != "" {
+			out.Venue = c.Venue
+			out.Sources["venue"] = ProvenanceCrawl
+		}
+		if out.Organizer == "" && c.Organizer != "" {
+			out.Organizer = c.Organizer
+			out.Sources["organizer"] = ProvenanceCrawl
+		}
+	}
+
+	// Geocode from (city, plz) — only if we have enough input to be useful.
+	// The plz we just consolidated is preferred.
+	if geocoder != nil && in.Stadt != "" {
+		lat, lng, err := geocoder.Geocode(ctx, "", in.Stadt, out.PLZ, landToISO(in.Land))
+		// Geocoder failures are non-fatal — lat/lng stay empty, other crawl-
+		// enriched fields still persist. An LLM pass later cannot fill
+		// lat/lng either, so failures just mean that row gets no coordinates.
+		if err == nil && lat != nil && lng != nil {
+			out.Lat = lat
+			out.Lng = lng
+			out.Sources["lat"] = ProvenanceCrawl
+			out.Sources["lng"] = ProvenanceCrawl
+		}
+	}
+
+	if len(out.Sources) > 0 {
+		now := time.Now().UTC()
+		out.EnrichedAt = &now
+	}
+	return out
+}
+
+// landToISO maps the Land value to an ISO-2 country code for Nominatim's
+// countrycodes parameter. Returns empty string for unknowns so the geocoder
+// runs without a country filter.
+func landToISO(land string) string {
+	switch land {
+	case "Deutschland":
+		return "de"
+	case "Österreich", "Oesterreich":
+		return "at"
+	case "Schweiz":
+		return "ch"
+	}
+	return ""
+}
diff --git a/backend/internal/domain/discovery/enrich/crawl_test.go b/backend/internal/domain/discovery/enrich/crawl_test.go
new file mode 100644
index 0000000..77b6ea9
--- /dev/null
+++ b/backend/internal/domain/discovery/enrich/crawl_test.go
@@ -0,0 +1,243 @@
+package enrich
+
+import (
+	"context"
+	"errors"
+	"testing"
+)
+
+// stubGeocoder returns canned lat/lng. nil lat/lng simulate "not found".
+type stubGeocoder struct {
+	lat *float64
+	lng *float64
+	err error
+	// capture last call args
+	lastCity, lastPLZ, lastCountry string
+}
+
+func (s *stubGeocoder) Geocode(_ context.Context, _, city, zip, country string) (*float64, *float64, error) {
+	s.lastCity, s.lastPLZ, s.lastCountry = city, zip, country
+	return s.lat, s.lng, s.err
+}
+
+func ptrFloat(v float64) *float64 { return &v }
+
+const stallhof = "Stallhof"
+
+func TestCrawlEnrich_EmptyInputs(t *testing.T) {
+	got := CrawlEnrich(context.Background(), Input{}, nil)
+	if got.PLZ != "" || got.Venue != "" || got.Organizer != "" {
+		t.Errorf("expected all fields empty, got %+v", got)
+	}
+	if len(got.Sources) != 0 {
+		t.Errorf("expected empty Sources on no input, got %v", got.Sources)
+	}
+	if got.EnrichedAt != nil {
+		t.Errorf("expected nil EnrichedAt when nothing enriched, got %v", got.EnrichedAt)
+	}
+}
+
+func TestCrawlEnrich_SingleSource(t *testing.T) {
+	in := Input{
+		Stadt: "Dresden",
+		Contributions: []Contribution{
+			{PLZ: "01067", Venue: stallhof, Organizer: "Tourismusverband"},
+		},
+	}
+	got := CrawlEnrich(context.Background(), in, nil)
+	if got.PLZ != "01067" || got.Venue != stallhof || got.Organizer != "Tourismusverband" {
+		t.Errorf("unexpected payload: %+v", got)
+	}
+	if got.Sources["plz"] != ProvenanceCrawl {
+		t.Errorf("plz provenance: got %q, want %q", got.Sources["plz"], ProvenanceCrawl)
+	}
+	if got.EnrichedAt == nil {
+		t.Error("expected EnrichedAt to be stamped when any field filled")
+	}
+}
+
+func TestCrawlEnrich_MultiSourceFirstWins(t *testing.T) {
+	// Two sources disagree on PLZ: first non-empty wins. Order is the
+	// crawler-produced contribution order (alphabetical by source name).
+	in := Input{
+		Stadt: "Dresden",
+		Contributions: []Contribution{
+			{PLZ: "01067"},
+			{PLZ: "01099"},
+		},
+	}
+	got := CrawlEnrich(context.Background(), in, nil)
+	if got.PLZ != "01067" {
+		t.Errorf("expected first source's PLZ, got %q", got.PLZ)
+	}
+}
+
+func TestCrawlEnrich_MultiSourceFillsGaps(t *testing.T) {
+	// Source A contributes PLZ only; source B contributes venue only; both
+	// end up in the payload.
+	in := Input{
+		Stadt: "Dresden",
+		Contributions: []Contribution{
+			{PLZ: "01067"},
+			{Venue: stallhof},
+		},
+	}
+	got := CrawlEnrich(context.Background(), in, nil)
+	if got.PLZ != "01067" {
+		t.Errorf("PLZ from A missing: %q", got.PLZ)
+	}
+	if got.Venue != stallhof {
+		t.Errorf("Venue from B missing: %q", got.Venue)
+	}
+}
+
+func TestCrawlEnrich_GeocoderCalled(t *testing.T) {
+	in := Input{
+		Stadt:         "Dresden",
+		Land:          "Deutschland",
+		Contributions: []Contribution{{PLZ: "01067"}},
+	}
+	sg := &stubGeocoder{lat: ptrFloat(51.05), lng: ptrFloat(13.74)}
+	got := CrawlEnrich(context.Background(), in, sg)
+
+	if got.Lat == nil || *got.Lat != 51.05 {
+		t.Errorf("Lat = %v; want 51.05", got.Lat)
+	}
+	if got.Lng == nil || *got.Lng != 13.74 {
+		t.Errorf("Lng = %v; want 13.74", got.Lng)
+	}
+	if got.Sources["lat"] != ProvenanceCrawl {
+		t.Errorf("lat provenance: got %q, want %q", got.Sources["lat"], ProvenanceCrawl)
+	}
+	// Land → ISO-2 mapping sanity.
+	if sg.lastCountry != "de" {
+		t.Errorf("country code: got %q, want %q", sg.lastCountry, "de")
+	}
+	if sg.lastCity != "Dresden" || sg.lastPLZ != "01067" {
+		t.Errorf("geocoder inputs: city=%q plz=%q; want Dresden / 01067", sg.lastCity, sg.lastPLZ)
+	}
+}
+
+func TestCrawlEnrich_GeocoderFailureNonFatal(t *testing.T) {
+	in := Input{
+		Stadt: "Dresden",
+		Contributions: []Contribution{
+			{PLZ: "01067", Venue: stallhof},
+		},
+	}
+	sg := &stubGeocoder{err: errors.New("nominatim down")}
+	got := CrawlEnrich(context.Background(), in, sg)
+
+	// Non-geocode fields must still have landed.
+	if got.PLZ != "01067" || got.Venue != stallhof {
+		t.Errorf("expected crawl-consolidated fields on geocoder failure: %+v", got)
+	}
+	if got.Lat != nil || got.Lng != nil {
+		t.Error("expected nil lat/lng on geocoder failure")
+	}
+	if _, hasLat := got.Sources["lat"]; hasLat {
+		t.Error("expected no lat provenance when geocoder failed")
+	}
+}
+
+func TestCrawlEnrich_GeocoderNotCalledWithoutStadt(t *testing.T) {
+	in := Input{Contributions: []Contribution{{PLZ: "01067"}}}
+	sg := &stubGeocoder{lat: ptrFloat(1), lng: ptrFloat(1)}
+	got := CrawlEnrich(context.Background(), in, sg)
+	if sg.lastCity != "" {
+		t.Error("geocoder called despite empty Stadt")
+	}
+	if got.Lat != nil {
+		t.Error("lat populated despite geocoder being skipped")
+	}
+}
+
+func TestMerge_BaseWinsOverOverlay(t *testing.T) {
+	// Invariant: a field set by crawl (base) is never overwritten by llm (overlay).
+	base := Enrichment{
+		PLZ:     "01067",
+		Venue:   stallhof,
+		Sources: Sources{"plz": ProvenanceCrawl, "venue": ProvenanceCrawl},
+	}
+	overlay := Enrichment{
+		PLZ:          "WRONG",
+		Venue:        "WRONG",
+		Category:     "mittelaltermarkt",
+		Description:  "Ein großer Markt.",
+		InputTokens:  100,
+		OutputTokens: 50,
+		Model:        "mistral-large-latest",
+		Sources: Sources{
+			"plz":         ProvenanceLLM,
+			"venue":       ProvenanceLLM,
+			"category":    ProvenanceLLM,
+			"description": ProvenanceLLM,
+		},
+	}
+	got := Merge(base, overlay)
+
+	if got.PLZ != "01067" {
+		t.Errorf("PLZ overwritten by overlay: got %q, want %q", got.PLZ, "01067")
+	}
+	if got.Venue != stallhof {
+		t.Errorf("Venue overwritten by overlay: got %q, want %q", got.Venue, stallhof)
+	}
+	if got.Category != "mittelaltermarkt" {
+		t.Errorf("Category should come from overlay: got %q", got.Category)
+	}
+	if got.Description != "Ein großer Markt." {
+		t.Errorf("Description should come from overlay: got %q", got.Description)
+	}
+	if got.Sources["plz"] != ProvenanceCrawl {
+		t.Errorf("plz provenance overwritten: got %q, want crawl", got.Sources["plz"])
+	}
+	if got.Sources["category"] != ProvenanceLLM {
+		t.Errorf("category provenance lost: got %q, want llm", got.Sources["category"])
+	}
+	if got.InputTokens != 100 || got.OutputTokens != 50 {
+		t.Errorf("token counts lost: in=%d out=%d", got.InputTokens, got.OutputTokens)
+	}
+}
+
+func TestMerge_CoordsOnlyFromOverlayIfBaseNil(t *testing.T) {
+	base := Enrichment{Sources: Sources{}}
+	overlay := Enrichment{
+		Lat:     ptrFloat(51.05),
+		Lng:     ptrFloat(13.74),
+		Sources: Sources{"lat": ProvenanceCrawl, "lng": ProvenanceCrawl},
+	}
+	got := Merge(base, overlay)
+	if got.Lat == nil || *got.Lat != 51.05 {
+		t.Errorf("Lat not merged from overlay")
+	}
+
+	// Now base already has Lat; overlay must not overwrite.
+	baseWithLat := Enrichment{
+		Lat:     ptrFloat(50.00),
+		Lng:     ptrFloat(10.00),
+		Sources: Sources{"lat": ProvenanceCrawl, "lng": ProvenanceCrawl},
+	}
+	got = Merge(baseWithLat, overlay)
+	if *got.Lat != 50.00 {
+		t.Errorf("Lat overwritten despite base non-nil: got %v", *got.Lat)
+	}
+}
+
+// Sanity: CacheKey must be stable across re-runs and differ across inputs.
+func TestCacheKey_StableAndDistinct(t *testing.T) {
+	aKey := CacheKey("ritterfest dresden", "Dresden", 2026)
+	bKey := CacheKey("ritterfest dresden", "Dresden", 2026)
+	cKey := CacheKey("ritterfest leipzig", "Leipzig", 2026)
+
+	if aKey != bKey {
+		t.Error("identical inputs must produce identical keys")
+	}
+	if aKey == cKey {
+		t.Error("different cities must produce different keys")
+	}
+	// Stadt casing drift doesn't change the key.
+	dKey := CacheKey("ritterfest dresden", "DRESDEN", 2026)
+	if aKey != dKey {
+		t.Error("stadt casing drift should not change key")
+	}
+}
diff --git a/backend/internal/domain/discovery/enrich/enrich.go b/backend/internal/domain/discovery/enrich/enrich.go
new file mode 100644
index 0000000..f77d6f9
--- /dev/null
+++ b/backend/internal/domain/discovery/enrich/enrich.go
@@ -0,0 +1,116 @@
+// Package enrich derives additional market metadata in two passes.
+//
+// Pass A (crawl-enrich) is deterministic and free. It consolidates fields
+// from per-source contributions (PLZ, venue, organizer) and geocodes city
+// + PLZ via Nominatim. First non-empty value wins per field; provenance is
+// recorded as "crawl".
+//
+// Pass B (llm-enrich) runs only for fields Pass A could not fill and does
+// cost money. Provenance is recorded as "llm".
+//
+// Merge combines partial payloads preserving crawl-over-llm preference: a
+// crawl-written field is never overwritten by an llm pass. The eval harness
+// uses per-field provenance to measure the two passes separately.
+//
+// The package is intentionally standalone — it does NOT import the parent
+// discovery package. Callers adapt domain types to the narrow Contribution
+// input before invoking CrawlEnrich, which keeps the dependency edge one-way
+// (discovery imports enrich; enrich imports no domain code).
+package enrich
+
+import "time"
+
+// Enrichment is the JSONB payload persisted on discovered_markets.enrichment.
+// Every field is optional; Sources records which pass filled each field so
+// the eval harness can separate crawl-enrich (free, deterministic) from
+// llm-enrich (paid, synthesised) contributions.
+//
+// Field shape is intentionally flat — promotion to typed columns is easier
+// from a flat blob than from nested structures.
+type Enrichment struct {
+	PLZ          string     `json:"plz,omitempty"`
+	Venue        string     `json:"venue,omitempty"`
+	Organizer    string     `json:"organizer,omitempty"`
+	Lat          *float64   `json:"lat,omitempty"`
+	Lng          *float64   `json:"lng,omitempty"`
+	Category     string     `json:"category,omitempty"`
+	OpeningHours string     `json:"opening_hours,omitempty"`
+	Description  string     `json:"description,omitempty"`
+	Sources      Sources    `json:"sources,omitempty"`
+	EnrichedAt   *time.Time `json:"enriched_at,omitempty"`
+	Model        string     `json:"model,omitempty"`
+	InputTokens  int        `json:"input_tokens,omitempty"`
+	OutputTokens int        `json:"output_tokens,omitempty"`
+}
+
+// Sources maps each enrichment field name to the pass that filled it.
+// Values are Provenance constants.
+type Sources map[string]string
+
+// Provenance constants for Sources entries. Crawl covers both offline
+// consolidation of per-source contributions and Nominatim geocoding — both
+// deterministic, neither counts against the LLM budget.
+const (
+	ProvenanceCrawl = "crawl"
+	ProvenanceLLM   = "llm"
+)
+
+// Merge combines two Enrichment payloads. The base is taken as authoritative;
+// fields from overlay fill gaps in base but never overwrite. Provenance maps
+// are merged the same way — base wins on conflict.
+//
+// Intended usage: base = output of crawl-enrich, overlay = output of
+// llm-enrich. This enforces the "prefer crawl over llm" invariant: the LLM
+// pass cannot clobber a field the crawler already filled in, even if the
+// LLM is confident.
+func Merge(base, overlay Enrichment) Enrichment {
+	out := base
+
+	if out.PLZ == "" {
+		out.PLZ = overlay.PLZ
+	}
+	if out.Venue == "" {
+		out.Venue = overlay.Venue
+	}
+	if out.Organizer == "" {
+		out.Organizer = overlay.Organizer
+	}
+	if out.Lat == nil {
+		out.Lat = overlay.Lat
+	}
+	if out.Lng == nil {
+		out.Lng = overlay.Lng
+	}
+	if out.Category == "" {
+		out.Category = overlay.Category
+	}
+	if out.OpeningHours == "" {
+		out.OpeningHours = overlay.OpeningHours
+	}
+	if out.Description == "" {
+		out.Description = overlay.Description
+	}
+
+	// Merge provenance maps with base-wins semantics.
+	if out.Sources == nil && len(overlay.Sources) > 0 {
+		out.Sources = Sources{}
+	}
+	for k, v := range overlay.Sources {
+		if _, exists := out.Sources[k]; !exists {
+			out.Sources[k] = v
+		}
+	}
+
+	// Token counts accumulate — llm overlay carries its own usage.
+	out.InputTokens += overlay.InputTokens
+	out.OutputTokens += overlay.OutputTokens
+	// Model / EnrichedAt come from whichever side actually ran an LLM call;
+	// only overwrite if base didn't have them.
+	if out.Model == "" {
+		out.Model = overlay.Model
+	}
+	if out.EnrichedAt == nil {
+		out.EnrichedAt = overlay.EnrichedAt
+	}
+	return out
+}
diff --git a/backend/internal/domain/discovery/enrich/llm.go b/backend/internal/domain/discovery/enrich/llm.go
new file mode 100644
index 0000000..ea5f290
--- /dev/null
+++ b/backend/internal/domain/discovery/enrich/llm.go
@@ -0,0 +1,35 @@
+package enrich
+
+import "context"
+
+// LLMRequest is the narrow context the LLM enricher needs: identifying
+// fields, the quellen URLs for web-search grounding, and the crawl-enrich
+// payload already computed so the LLM can be instructed not to overwrite.
+type LLMRequest struct {
+	MarktName  string
+	Stadt      string
+	Land       string
+	Bundesland string
+	Quellen    []string
+	// Partial is the output of crawl-enrich for this row. The LLM
+	// implementation MUST NOT overwrite any field set here — Merge enforces
+	// the invariant regardless, but the prompt should respect it to save
+	// tokens.
+	Partial Enrichment
+}
+
+// LLMEnricher fills enrichment fields that crawl-enrich could not reach.
+// Returned payload must populate Sources with "llm" for every field it
+// writes; Model and token counts are required so the eval harness can
+// attribute cost.
+type LLMEnricher interface {
+	EnrichMissing(ctx context.Context, req LLMRequest) (Enrichment, error)
+}
+
+// NoopLLMEnricher returns the partial unchanged. Used by tests and as a
+// default when AI integration is disabled.
+type NoopLLMEnricher struct{}
+
+func (NoopLLMEnricher) EnrichMissing(_ context.Context, req LLMRequest) (Enrichment, error) {
+	return req.Partial, nil
+}
diff --git a/backend/internal/domain/discovery/enrich/mistral.go b/backend/internal/domain/discovery/enrich/mistral.go
new file mode 100644
index 0000000..ec8cb9c
--- /dev/null
+++ b/backend/internal/domain/discovery/enrich/mistral.go
@@ -0,0 +1,192 @@
+package enrich
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"log/slog"
+	"strings"
+	"time"
+
+	"marktvogt.de/backend/internal/pkg/ai"
+)
+
+// maxScrapeURLs limits how many quellen we pull per enrichment call.
+// Real-world queue rows rarely have more than 2-3 sources; 5 is a safe cap
+// that prevents a worst-case row from burning minutes on fetches.
+const maxScrapeURLs = 5
+
+// ErrNoScrapedContent signals that every quellen URL failed or returned
+// empty text. Callers should surface this to the operator rather than send
+// a no-context LLM prompt — grounding is required for useful output.
+var ErrNoScrapedContent = errors.New("no scrapeable content from any source URL")
+
+// Scraper is the narrow interface MistralLLMEnricher depends on. Satisfied
+// by *pkg/scrape.Client; tests inject a stub.
+type Scraper interface {
+	Fetch(ctx context.Context, url string) (string, error)
+}
+
+// aiPass2 is the narrow interface for the AI client's Pass2 chat-completion
+// method. Lets tests inject a stub that returns canned JSON without hitting
+// the real Mistral API.
+type aiPass2 interface {
+	Pass2(ctx context.Context, systemPrompt, userPrompt string) (ai.PassResult, error)
+}
+
+// MistralLLMEnricher implements LLMEnricher by scraping quellen URLs and
+// feeding the concatenated text to Mistral's chat-completion endpoint with
+// a JSON response format.
+type MistralLLMEnricher struct {
+	Client  aiPass2
+	Scraper Scraper
+}
+
+// NewMistralLLMEnricher constructs an enricher bound to a Mistral ai.Client
+// and a scraper. Both are required; call sites should fall back to
+// NoopLLMEnricher when AI is disabled rather than passing nil here.
+func NewMistralLLMEnricher(client aiPass2, scraper Scraper) *MistralLLMEnricher {
+	return &MistralLLMEnricher{Client: client, Scraper: scraper}
+}
+
+// llmResponse is the JSON shape we instruct Mistral to return. Any field may
+// be absent if the content doesn't support it — the enricher only writes
+// what the model actually produced.
+type llmResponse struct {
+	Category     string `json:"category"`
+	OpeningHours string `json:"opening_hours"`
+	Description  string `json:"description"`
+}
+
+// EnrichMissing scrapes up to maxScrapeURLs of req.Quellen, concatenates the
+// extracted text, and asks Mistral to fill category / opening_hours /
+// description. Fails with ErrNoScrapedContent if zero URLs return usable
+// text — empty-context LLM calls hallucinate.
+func (e *MistralLLMEnricher) EnrichMissing(ctx context.Context, req LLMRequest) (Enrichment, error) {
+	if e.Client == nil || e.Scraper == nil {
+		return Enrichment{}, errors.New("mistral enricher not configured")
+	}
+
+	urls := req.Quellen
+	if len(urls) > maxScrapeURLs {
+		urls = urls[:maxScrapeURLs]
+	}
+	blocks := make([]string, 0, len(urls))
+	for _, u := range urls {
+		text, err := e.Scraper.Fetch(ctx, u)
+		if err != nil {
+			slog.InfoContext(ctx, "scrape failed; continuing", "url", u, "error", err)
+			continue
+		}
+		text = strings.TrimSpace(text)
+		if text == "" {
+			continue
+		}
+		blocks = append(blocks, fmt.Sprintf("=== Quelle: %s ===\n%s", u, text))
+	}
+	if len(blocks) == 0 {
+		return Enrichment{}, ErrNoScrapedContent
+	}
+
+	systemPrompt := buildSystemPrompt()
+	userPrompt := buildUserPrompt(req, blocks)
+
+	result, err := e.Client.Pass2(ctx, systemPrompt, userPrompt)
+	if err != nil {
+		return Enrichment{}, fmt.Errorf("pass2: %w", err)
+	}
+
+	var parsed llmResponse
+	if err := json.Unmarshal([]byte(result.Content), &parsed); err != nil {
+		return Enrichment{}, fmt.Errorf("parse llm response: %w (content=%q)", err, result.Content)
+	}
+
+	// Build the Enrichment payload with only the fields the model produced.
+	// Sources entries + token counts + model tag feed the eval harness.
+	now := time.Now().UTC()
+	out := Enrichment{
+		Sources:    Sources{},
+		Model:      result.Model,
+		EnrichedAt: &now,
+	}
+	if result.Usage != nil {
+		out.InputTokens = result.Usage.PromptTokens
+		out.OutputTokens = result.Usage.CompletionTokens
+	}
+	if s := strings.TrimSpace(parsed.Category); s != "" {
+		out.Category = s
+		out.Sources["category"] = ProvenanceLLM
+	}
+	if s := strings.TrimSpace(parsed.OpeningHours); s != "" {
+		out.OpeningHours = s
+		out.Sources["opening_hours"] = ProvenanceLLM
+	}
+	if s := strings.TrimSpace(parsed.Description); s != "" {
+		out.Description = s
+		out.Sources["description"] = ProvenanceLLM
+	}
+	return out, nil
+}
+
+// buildSystemPrompt returns the English instruction block. Mistral follows
+// English instructions more reliably; only the *output* is German.
+func buildSystemPrompt() string {
+	return strings.TrimSpace(`
+You are enriching metadata for a medieval market (Mittelaltermarkt) in the
+DACH region. Using the provided source-page excerpts as grounding, return a
+JSON object with exactly these fields:
+
+  {
+    "category": string,         // short German label, e.g. "mittelaltermarkt",
+                                // "weihnachtsmarkt", "ritterfest". Lowercase.
+    "opening_hours": string,    // German; brief (e.g. "Sa-So 10:00-18:00").
+                                // Empty string if unclear from sources.
+    "description": string       // 1-3 sentences in German summarising what the
+                                // market offers. Neutral tone, no hype.
+                                // Empty string if sources have no useful info.
+  }
+
+Rules:
+- Return ONLY the JSON object. No prose, no code fences.
+- If the sources do not support a field, return an empty string for it.
+  Do NOT invent details the sources don't mention.
+- The description must be factual; avoid marketing language.
+- All string values use straight ASCII quotes; escape internal quotes.
+`)
+}
+
+// buildUserPrompt assembles the per-row context + scraped source blocks.
+// Keeps the row identifiers (name, city) short; most of the prompt budget
+// goes to the grounding blocks.
+func buildUserPrompt(req LLMRequest, blocks []string) string {
+	var b strings.Builder
+	fmt.Fprintf(&b, "Markt: %s\n", req.MarktName)
+	fmt.Fprintf(&b, "Stadt: %s\n", req.Stadt)
+	if req.Bundesland != "" {
+		fmt.Fprintf(&b, "Bundesland: %s\n", req.Bundesland)
+	}
+	if req.Land != "" {
+		fmt.Fprintf(&b, "Land: %s\n", req.Land)
+	}
+	// Tell the LLM what crawl-enrich already covered so it doesn't spend
+	// tokens re-deriving fields we'd discard via Merge anyway.
+	if req.Partial.PLZ != "" || req.Partial.Venue != "" || req.Partial.Organizer != "" {
+		b.WriteString("\nBereits bekannt (nicht erneut liefern):\n")
+		if req.Partial.PLZ != "" {
+			fmt.Fprintf(&b, "- PLZ: %s\n", req.Partial.PLZ)
+		}
+		if req.Partial.Venue != "" {
+			fmt.Fprintf(&b, "- Venue: %s\n", req.Partial.Venue)
+		}
+		if req.Partial.Organizer != "" {
+			fmt.Fprintf(&b, "- Organizer: %s\n", req.Partial.Organizer)
+		}
+	}
+	b.WriteString("\n")
+	for _, blk := range blocks {
+		b.WriteString(blk)
+		b.WriteString("\n\n")
+	}
+	return strings.TrimSpace(b.String())
+}
diff --git a/backend/internal/domain/discovery/enrich/mistral_test.go b/backend/internal/domain/discovery/enrich/mistral_test.go
new file mode 100644
index 0000000..075167f
--- /dev/null
+++ b/backend/internal/domain/discovery/enrich/mistral_test.go
@@ -0,0 +1,206 @@
+package enrich
+
+import (
+	"context"
+	"errors"
+	"strings"
+	"testing"
+
+	"marktvogt.de/backend/internal/pkg/ai"
+)
+
+const catMittelaltermarkt = "mittelaltermarkt"
+
+// stubScraper returns canned responses per URL; an empty string simulates
+// a blocked / empty page.
+type stubScraper struct {
+	responses map[string]string
+	errs      map[string]error
+}
+
+func (s *stubScraper) Fetch(_ context.Context, url string) (string, error) {
+	if err, ok := s.errs[url]; ok {
+		return "", err
+	}
+	return s.responses[url], nil
+}
+
+// stubPass2 captures the prompts it received and returns a canned JSON body.
+type stubPass2 struct {
+	lastSystem string
+	lastUser   string
+	result     ai.PassResult
+	err        error
+}
+
+func (s *stubPass2) Pass2(_ context.Context, systemPrompt, userPrompt string) (ai.PassResult, error) {
+	s.lastSystem = systemPrompt
+	s.lastUser = userPrompt
+	return s.result, s.err
+}
+
+func TestMistralEnrich_HappyPath(t *testing.T) {
+	scraper := &stubScraper{responses: map[string]string{
+		"https://a.example/markt": "Ein Mittelaltermarkt mit Ritterspielen und Markttreiben.",
+		"https://b.example/info":  "Sa-So jeweils 10-18 Uhr.",
+	}}
+	client := &stubPass2{
+		result: ai.PassResult{
+			Content: `{"category":"mittelaltermarkt","opening_hours":"Sa-So 10:00-18:00","description":"Ein Markt mit Ritterspielen."}`,
+			Model:   "mistral-large-latest",
+			Usage:   &ai.UsageInfo{PromptTokens: 450, CompletionTokens: 60},
+		},
+	}
+	e := NewMistralLLMEnricher(client, scraper)
+
+	req := LLMRequest{
+		MarktName: "Mittelaltermarkt Dresden",
+		Stadt:     "Dresden",
+		Land:      "Deutschland",
+		Quellen:   []string{"https://a.example/markt", "https://b.example/info"},
+		Partial:   Enrichment{PLZ: "01067", Sources: Sources{"plz": ProvenanceCrawl}},
+	}
+	got, err := e.EnrichMissing(context.Background(), req)
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+
+	// Result carries LLM fields, provenance llm, model + token counts.
+	if got.Category != catMittelaltermarkt || got.Description == "" || got.OpeningHours == "" {
+		t.Errorf("missing fields in result: %+v", got)
+	}
+	if got.Sources["category"] != ProvenanceLLM {
+		t.Errorf("category provenance: got %q, want llm", got.Sources["category"])
+	}
+	if got.Model != "mistral-large-latest" {
+		t.Errorf("model: got %q, want mistral-large-latest", got.Model)
+	}
+	if got.InputTokens != 450 || got.OutputTokens != 60 {
+		t.Errorf("token counts: in=%d out=%d", got.InputTokens, got.OutputTokens)
+	}
+
+	// Prompt inspection — verify grounding blocks include the scraped content
+	// and the already-known fields are listed so LLM doesn't redo them.
+	if !strings.Contains(client.lastUser, "Mittelaltermarkt Dresden") {
+		t.Error("user prompt missing markt name")
+	}
+	if !strings.Contains(client.lastUser, "Ein Mittelaltermarkt mit Ritterspielen") {
+		t.Error("user prompt missing scraped content from URL 1")
+	}
+	if !strings.Contains(client.lastUser, "Sa-So jeweils 10-18 Uhr") {
+		t.Error("user prompt missing scraped content from URL 2")
+	}
+	if !strings.Contains(client.lastUser, "Bereits bekannt") {
+		t.Error("user prompt should announce already-known fields when Partial is populated")
+	}
+	if !strings.Contains(client.lastUser, "PLZ: 01067") {
+		t.Error("user prompt missing already-known PLZ")
+	}
+	// System prompt asks for JSON only.
+	if !strings.Contains(client.lastSystem, "JSON") {
+		t.Error("system prompt should mention JSON")
+	}
+}
+
+func TestMistralEnrich_AllScrapesFail(t *testing.T) {
+	scraper := &stubScraper{errs: map[string]error{
+		"https://a.example": errors.New("timeout"),
+		"https://b.example": errors.New("404"),
+	}}
+	client := &stubPass2{} // must not be called
+	e := NewMistralLLMEnricher(client, scraper)
+
+	req := LLMRequest{
+		Quellen: []string{"https://a.example", "https://b.example"},
+	}
+	_, err := e.EnrichMissing(context.Background(), req)
+	if !errors.Is(err, ErrNoScrapedContent) {
+		t.Errorf("err = %v; want ErrNoScrapedContent", err)
+	}
+	if client.lastUser != "" {
+		t.Error("LLM must not be called when zero URLs scrape")
+	}
+}
+
+func TestMistralEnrich_SomeScrapesFailStillCallsLLM(t *testing.T) {
+	// One URL fails, one succeeds — the LLM should still run with partial
+	// context, not fail because of the one bad source.
+	scraper := &stubScraper{
+		responses: map[string]string{"https://ok.example": "Useful content."},
+		errs:      map[string]error{"https://bad.example": errors.New("timeout")},
+	}
+	client := &stubPass2{
+		result: ai.PassResult{Content: `{"category":"mittelaltermarkt","opening_hours":"","description":""}`},
+	}
+	e := NewMistralLLMEnricher(client, scraper)
+
+	req := LLMRequest{Quellen: []string{"https://bad.example", "https://ok.example"}}
+	got, err := e.EnrichMissing(context.Background(), req)
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if got.Category != catMittelaltermarkt {
+		t.Errorf("category: got %q", got.Category)
+	}
+	if !strings.Contains(client.lastUser, "Useful content") {
+		t.Error("user prompt missing successful scrape")
+	}
+}
+
+func TestMistralEnrich_EmptyFieldsNoProvenance(t *testing.T) {
+	// LLM returns empty strings for fields it can't support. Those fields
+	// must NOT appear in Sources — an empty provenance is misleading.
+	scraper := &stubScraper{responses: map[string]string{"https://a.example": "Content."}}
+	client := &stubPass2{
+		result: ai.PassResult{Content: `{"category":"mittelaltermarkt","opening_hours":"","description":""}`},
+	}
+	e := NewMistralLLMEnricher(client, scraper)
+
+	got, err := e.EnrichMissing(context.Background(), LLMRequest{Quellen: []string{"https://a.example"}})
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if got.Sources["category"] != ProvenanceLLM {
+		t.Errorf("category should have llm provenance")
+	}
+	if _, has := got.Sources["opening_hours"]; has {
+		t.Error("empty opening_hours must not carry provenance")
+	}
+	if _, has := got.Sources["description"]; has {
+		t.Error("empty description must not carry provenance")
+	}
+}
+
+func TestMistralEnrich_CapsURLsAtFive(t *testing.T) {
+	// Supply 7 URLs; only the first 5 should be fetched.
+	urls := []string{"u1", "u2", "u3", "u4", "u5", "u6", "u7"}
+	responses := map[string]string{}
+	for _, u := range urls {
+		responses[u] = "content"
+	}
+	fetched := map[string]bool{}
+	scraper := &trackingScraper{fetch: func(u string) (string, error) {
+		fetched[u] = true
+		return responses[u], nil
+	}}
+	client := &stubPass2{result: ai.PassResult{Content: `{"category":"x","opening_hours":"","description":""}`}}
+	e := NewMistralLLMEnricher(client, scraper)
+
+	_, _ = e.EnrichMissing(context.Background(), LLMRequest{Quellen: urls})
+	if len(fetched) != 5 {
+		t.Errorf("fetched %d URLs; want 5", len(fetched))
+	}
+	for _, u := range []string{"u6", "u7"} {
+		if fetched[u] {
+			t.Errorf("URL %s should have been skipped past the cap", u)
+		}
+	}
+}
+
+type trackingScraper struct {
+	fetch func(string) (string, error)
+}
+
+func (t *trackingScraper) Fetch(_ context.Context, url string) (string, error) {
+	return t.fetch(url)
+}
diff --git a/backend/internal/domain/discovery/enrich/similarity.go b/backend/internal/domain/discovery/enrich/similarity.go
new file mode 100644
index 0000000..cd58e1d
--- /dev/null
+++ b/backend/internal/domain/discovery/enrich/similarity.go
@@ -0,0 +1,181 @@
+package enrich
+
+import (
+	"context"
+	"crypto/sha256"
+	"encoding/hex"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"strings"
+	"time"
+)
+
+// SimilarityRow carries the minimal identifying fields the classifier reads.
+// Callers adapt their domain row into this shape — the enrich package stays
+// free of a reverse import on discovery.
+type SimilarityRow struct {
+	NameNormalized string
+	Stadt          string
+	// Year is StartDatum.Year() (or 0 when unknown). Two rows differing only
+	// in year are almost always the same series in different editions —
+	// useful signal but not identity.
+	Year int
+	// Display fields — shown to the LLM verbatim so it can reason about
+	// casing / diacritics that NameNormalized strips.
+	Name string
+	// Quellen are passed in but not scraped — the classifier works from
+	// name/city/date alone. Included in the prompt only as metadata.
+	Quellen []string
+}
+
+// Verdict is the classifier's answer about one pair.
+type Verdict struct {
+	Same         bool      `json:"same"`
+	Confidence   float64   `json:"confidence"` // 0..1
+	Reason       string    `json:"reason"`
+	Model        string    `json:"model,omitempty"`
+	ClassifiedAt time.Time `json:"classified_at,omitempty"`
+}
+
+// SimilarityClassifier decides whether two queue rows refer to the same
+// underlying market. Implementations should be deterministic across calls
+// on the same input — callers cache the result.
+type SimilarityClassifier interface {
+	Classify(ctx context.Context, a, b SimilarityRow) (Verdict, error)
+}
+
+// NoopSimilarityClassifier returns a zero-confidence verdict without calling
+// anything. Used as a fallback when AI is disabled; callers should check
+// ai.Enabled() and fall back to this type rather than passing nil.
+type NoopSimilarityClassifier struct{}
+
+func (NoopSimilarityClassifier) Classify(_ context.Context, _, _ SimilarityRow) (Verdict, error) {
+	return Verdict{}, errors.New("similarity classifier not configured")
+}
+
+// SimilarityPairKey derives a content-hash cache key over the two rows'
+// identifying tuples. Ordering-independent: Classify(a,b) and Classify(b,a)
+// must hit the same cache entry.
+//
+// Uses NameNormalized + lowered Stadt + Year so the key survives casing
+// drift, whitespace, and umlaut normalisation (NameNormalized already did
+// the heavy lifting).
+func SimilarityPairKey(a, b SimilarityRow) string {
+	keyA := fmt.Sprintf("%s|%s|%d", a.NameNormalized, lowerASCII(a.Stadt), a.Year)
+	keyB := fmt.Sprintf("%s|%s|%d", b.NameNormalized, lowerASCII(b.Stadt), b.Year)
+	// Sort lexicographically for symmetry.
+	var raw string
+	if keyA <= keyB {
+		raw = keyA + "||" + keyB
+	} else {
+		raw = keyB + "||" + keyA
+	}
+	sum := sha256.Sum256([]byte(raw))
+	return hex.EncodeToString(sum[:])
+}
+
+// DefaultSimilarityCacheTTL: 30 days matches the enrichment cache TTL —
+// same reasoning (amortise cost across re-crawls, source edits eventually
+// propagate).
+const DefaultSimilarityCacheTTL = 30 * 24 * time.Hour
+
+// MistralSimilarityClassifier implements SimilarityClassifier by sending a
+// JSON-formatted comparison prompt to Mistral's chat endpoint.
+type MistralSimilarityClassifier struct {
+	Client aiPass2
+}
+
+// NewMistralSimilarityClassifier binds a Mistral ai.Client. client must be
+// non-nil; routes.go falls back to NoopSimilarityClassifier when AI is off.
+func NewMistralSimilarityClassifier(client aiPass2) *MistralSimilarityClassifier {
+	return &MistralSimilarityClassifier{Client: client}
+}
+
+// simResponse is the JSON shape we instruct Mistral to return. Confidence
+// must be parseable as a float 0..1; anything outside that range is clamped.
+type simResponse struct {
+	SameMarket bool    `json:"same_market"`
+	Confidence float64 `json:"confidence"`
+	Reason     string  `json:"reason"`
+}
+
+// Classify sends the paired metadata to Mistral and parses the JSON response.
+// No web scraping — the classifier works from name/city/year alone, which is
+// enough for the common cases (same venue listed on two different calendars,
+// editing typos, cross-year recurrence).
+func (m *MistralSimilarityClassifier) Classify(ctx context.Context, a, b SimilarityRow) (Verdict, error) {
+	if m.Client == nil {
+		return Verdict{}, errors.New("mistral similarity classifier not configured")
+	}
+	systemPrompt := simSystemPrompt()
+	userPrompt := simUserPrompt(a, b)
+
+	result, err := m.Client.Pass2(ctx, systemPrompt, userPrompt)
+	if err != nil {
+		return Verdict{}, fmt.Errorf("pass2: %w", err)
+	}
+
+	var parsed simResponse
+	if err := json.Unmarshal([]byte(result.Content), &parsed); err != nil {
+		return Verdict{}, fmt.Errorf("parse response: %w (content=%q)", err, result.Content)
+	}
+
+	// Clamp confidence to [0,1]; the model occasionally returns 1.2 or -0.1.
+	conf := parsed.Confidence
+	if conf < 0 {
+		conf = 0
+	}
+	if conf > 1 {
+		conf = 1
+	}
+
+	return Verdict{
+		Same:         parsed.SameMarket,
+		Confidence:   conf,
+		Reason:       strings.TrimSpace(parsed.Reason),
+		Model:        result.Model,
+		ClassifiedAt: time.Now().UTC(),
+	}, nil
+}
+
+func simSystemPrompt() string {
+	return strings.TrimSpace(`
+You decide whether two candidate entries refer to the same medieval market
+(Mittelaltermarkt) in the DACH region. Input: two objects each with a name,
+city, and year. Output a single JSON object:
+
+  {
+    "same_market": true|false,
+    "confidence": 0.0-1.0,     // how sure you are
+    "reason":     "..."         // short German justification (<= 140 chars)
+  }
+
+Rules:
+- Return ONLY the JSON object. No prose, no code fences.
+- "Same market" means same recurring event — same venue, same organiser,
+  same audience. A market and its anniversary edition in a later year ARE
+  the same market (just different editions).
+- Different cities = different markets, even if the name matches.
+- Rephrasings, typos, and umlaut differences (Dresden vs Straßburg vs
+  Strassburg) are the same market if the underlying identifiers align.
+- If the evidence is weak, return same_market=false with low confidence
+  rather than guessing. Low confidence is more useful than a wrong guess.
+`)
+}
+
+func simUserPrompt(a, b SimilarityRow) string {
+	// Keep the JSON compact; the model handles inline JSON better than
+	// pretty-printed when the task is "read two records".
+	ja, _ := json.Marshal(map[string]any{
+		"name": a.Name,
+		"city": a.Stadt,
+		"year": a.Year,
+	})
+	jb, _ := json.Marshal(map[string]any{
+		"name": b.Name,
+		"city": b.Stadt,
+		"year": b.Year,
+	})
+	return fmt.Sprintf("A: %s\nB: %s", ja, jb)
+}
diff --git a/backend/internal/domain/discovery/enrich/similarity_test.go b/backend/internal/domain/discovery/enrich/similarity_test.go
new file mode 100644
index 0000000..ff374be
--- /dev/null
+++ b/backend/internal/domain/discovery/enrich/similarity_test.go
@@ -0,0 +1,118 @@
+package enrich
+
+import (
+	"context"
+	"errors"
+	"strings"
+	"testing"
+
+	"marktvogt.de/backend/internal/pkg/ai"
+)
+
+func TestSimilarityPairKey_Symmetric(t *testing.T) {
+	a := SimilarityRow{NameNormalized: "ritterfest dresden", Stadt: "Dresden", Year: 2026}
+	b := SimilarityRow{NameNormalized: "ritterfest leipzig", Stadt: "Leipzig", Year: 2026}
+
+	if SimilarityPairKey(a, b) != SimilarityPairKey(b, a) {
+		t.Error("pair key must be symmetric: (a,b) and (b,a) should produce identical keys")
+	}
+}
+
+func TestSimilarityPairKey_DifferentInputsDifferentKeys(t *testing.T) {
+	a := SimilarityRow{NameNormalized: "ritterfest dresden", Stadt: "Dresden", Year: 2026}
+	b := SimilarityRow{NameNormalized: "ritterfest leipzig", Stadt: "Leipzig", Year: 2026}
+	c := SimilarityRow{NameNormalized: "ritterfest dresden", Stadt: "Dresden", Year: 2027}
+
+	if SimilarityPairKey(a, b) == SimilarityPairKey(a, c) {
+		t.Error("different pairs must produce different keys")
+	}
+	// Stadt casing must not change the key.
+	d := SimilarityRow{NameNormalized: "ritterfest dresden", Stadt: "DRESDEN", Year: 2026}
+	if SimilarityPairKey(a, b) != SimilarityPairKey(d, b) {
+		t.Error("stadt casing drift must not change the key")
+	}
+}
+
+func TestMistralSimilarity_HappyPath(t *testing.T) {
+	client := &stubPass2{
+		result: ai.PassResult{
+			Content: `{"same_market":true,"confidence":0.82,"reason":"Gleicher Name, gleiche Stadt, gleiches Jahr."}`,
+			Model:   "mistral-large-latest",
+		},
+	}
+	c := NewMistralSimilarityClassifier(client)
+
+	got, err := c.Classify(context.Background(),
+		SimilarityRow{Name: "Mittelaltermarkt Dresden", Stadt: "Dresden", Year: 2026},
+		SimilarityRow{Name: "Mittelaltermarkt Dresden 2026", Stadt: "Dresden", Year: 2026},
+	)
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if !got.Same {
+		t.Errorf("same = false; want true")
+	}
+	if got.Confidence < 0.8 || got.Confidence > 0.85 {
+		t.Errorf("confidence = %v; want ~0.82", got.Confidence)
+	}
+	if got.Reason == "" {
+		t.Error("reason missing")
+	}
+	if got.Model != "mistral-large-latest" {
+		t.Errorf("model = %q", got.Model)
+	}
+	// Prompt must carry both rows' identifying fields for the LLM to reason on.
+	if !strings.Contains(client.lastUser, "Mittelaltermarkt Dresden") {
+		t.Error("user prompt missing A.name")
+	}
+	if !strings.Contains(client.lastSystem, "same_market") {
+		t.Error("system prompt should describe the JSON schema (same_market key)")
+	}
+}
+
+func TestMistralSimilarity_ClampsConfidence(t *testing.T) {
+	tests := []struct {
+		name     string
+		raw      string
+		wantConf float64
+	}{
+		{"above 1 clamps to 1", `{"same_market":true,"confidence":1.4,"reason":"x"}`, 1.0},
+		{"below 0 clamps to 0", `{"same_market":false,"confidence":-0.3,"reason":"x"}`, 0.0},
+		{"in range passes through", `{"same_market":true,"confidence":0.5,"reason":"x"}`, 0.5},
+	}
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			c := NewMistralSimilarityClassifier(&stubPass2{result: ai.PassResult{Content: tc.raw}})
+			got, err := c.Classify(context.Background(), SimilarityRow{}, SimilarityRow{})
+			if err != nil {
+				t.Fatalf("unexpected error: %v", err)
+			}
+			if got.Confidence != tc.wantConf {
+				t.Errorf("confidence = %v; want %v", got.Confidence, tc.wantConf)
+			}
+		})
+	}
+}
+
+func TestMistralSimilarity_PropagatesPass2Error(t *testing.T) {
+	c := NewMistralSimilarityClassifier(&stubPass2{err: errors.New("mistral down")})
+	_, err := c.Classify(context.Background(), SimilarityRow{}, SimilarityRow{})
+	if err == nil {
+		t.Fatal("expected error; got nil")
+	}
+}
+
+func TestMistralSimilarity_RejectsBadJSON(t *testing.T) {
+	c := NewMistralSimilarityClassifier(&stubPass2{result: ai.PassResult{Content: "not json at all"}})
+	_, err := c.Classify(context.Background(), SimilarityRow{}, SimilarityRow{})
+	if err == nil {
+		t.Fatal("expected parse error; got nil")
+	}
+}
+
+func TestNoopSimilarityClassifier_Errors(t *testing.T) {
+	_, err := NoopSimilarityClassifier{}.Classify(context.Background(), SimilarityRow{}, SimilarityRow{})
+	if err == nil {
+		t.Error("NoopSimilarityClassifier should return error — it's the fallback when AI is disabled")
+	}
+}
diff --git a/backend/internal/domain/discovery/handler.go b/backend/internal/domain/discovery/handler.go
index 883be5c..2b14b7f 100644
--- a/backend/internal/domain/discovery/handler.go
+++ b/backend/internal/domain/discovery/handler.go
@@ -32,6 +32,18 @@ type Handler struct {
 	lastFinishedAt time.Time
 	lastSummary    *CrawlSummary
 	lastError      string
+
+	// Async crawl-enrich-all state (manual bulk operator action).
+	// Reuses the CAS-gate + mutex pattern of the crawl flow above so the
+	// admin UI can poll a dedicated status endpoint without colliding with a
+	// running crawl.
+	enrichRunning atomic.Bool
+	enrichMu      sync.RWMutex
+	// Guarded by enrichMu:
+	enrichStartedAt  time.Time
+	enrichFinishedAt time.Time
+	enrichSummary    *CrawlEnrichSummary
+	enrichError      string
 }
 
 // NewHandler constructs a Handler. manualRateLimitPerHour controls how
@@ -314,6 +326,125 @@ func (h *Handler) Similar(c *gin.Context) {
 	c.JSON(http.StatusOK, gin.H{"data": matches})
 }
 
+// RunCrawlEnrichAll kicks off the manual bulk crawl-enrich pass in the
+// background and returns 202 immediately. Exactly one run may be in progress
+// at a time (CAS gate). Completion is observable via
+// GET /admin/discovery/enrichment/crawl-all-status.
+func (h *Handler) RunCrawlEnrichAll(c *gin.Context) {
+	if !h.enrichRunning.CompareAndSwap(false, true) {
+		apiErr := apierror.TooManyRequests("A crawl-enrich run is already in progress")
+		c.JSON(apiErr.Status, apierror.NewResponse(apiErr))
+		return
+	}
+
+	h.enrichMu.Lock()
+	h.enrichStartedAt = time.Now().UTC()
+	h.enrichFinishedAt = time.Time{}
+	h.enrichSummary = nil
+	h.enrichError = ""
+	h.enrichMu.Unlock()
+
+	go h.runEnrichAsync()
+
+	c.JSON(http.StatusAccepted, gin.H{
+		"data": gin.H{
+			"status":  "started",
+			"message": "Crawl-enrich started in background. Poll /api/v1/admin/discovery/enrichment/crawl-all-status for completion.",
+		},
+	})
+}
+
+// runEnrichAsync runs RunCrawlEnrichAll with a detached context. 10m cap is
+// generous for Nominatim's 1rps: a 600-row queue is the worst case we expect.
+func (h *Handler) runEnrichAsync() {
+	defer h.enrichRunning.Store(false)
+
+	ctx, cancel := context.WithTimeout(context.Background(), 10*time.Minute)
+	defer cancel()
+
+	summary, err := h.service.RunCrawlEnrichAll(ctx)
+
+	h.enrichMu.Lock()
+	h.enrichFinishedAt = time.Now().UTC()
+	if err != nil {
+		h.enrichError = err.Error()
+		slog.ErrorContext(ctx, "async crawl-enrich failed", "error", err)
+	} else {
+		sCopy := summary
+		h.enrichSummary = &sCopy
+	}
+	h.enrichMu.Unlock()
+}
+
+// CrawlEnrichStatus returns the state of the most recent async crawl-enrich.
+// Shape mirrors CrawlStatus for UI reuse.
+func (h *Handler) CrawlEnrichStatus(c *gin.Context) {
+	h.enrichMu.RLock()
+	defer h.enrichMu.RUnlock()
+	c.JSON(http.StatusOK, gin.H{
+		"data": gin.H{
+			"running":     h.enrichRunning.Load(),
+			"started_at":  h.enrichStartedAt,
+			"finished_at": h.enrichFinishedAt,
+			"summary":     h.enrichSummary,
+			"error":       h.enrichError,
+		},
+	})
+}
+
+// EnrichLLM runs per-row LLM enrichment synchronously. 30s deadline is
+// enough for scraping 5 URLs + one Mistral Pass2 call in typical conditions.
+// Operator clicks the button, waits, sees the result — no polling.
+func (h *Handler) EnrichLLM(c *gin.Context) {
+	id, err := uuid.Parse(c.Param("id"))
+	if err != nil {
+		apiErr := apierror.BadRequest("invalid_id", "invalid queue id")
+		c.JSON(apiErr.Status, apierror.NewResponse(apiErr))
+		return
+	}
+	ctx, cancel := context.WithTimeout(c.Request.Context(), 30*time.Second)
+	defer cancel()
+
+	payload, err := h.service.RunLLMEnrichOne(ctx, id)
+	if err != nil {
+		slog.WarnContext(ctx, "llm enrich failed", "queue_id", id, "error", err)
+		apiErr := apierror.Internal("llm enrich failed: " + err.Error())
+		c.JSON(apiErr.Status, apierror.NewResponse(apiErr))
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{"data": payload})
+}
+
+// ClassifySimilarPair runs the LLM duplicate-tiebreaker on the two queue
+// rows identified by URL params :aid and :bid. Synchronous, 15s deadline —
+// the call is short (no scraping) so the operator can click and immediately
+// see the verdict.
+func (h *Handler) ClassifySimilarPair(c *gin.Context) {
+	aID, err := uuid.Parse(c.Param("aid"))
+	if err != nil {
+		apiErr := apierror.BadRequest("invalid_id", "invalid queue id A")
+		c.JSON(apiErr.Status, apierror.NewResponse(apiErr))
+		return
+	}
+	bID, err := uuid.Parse(c.Param("bid"))
+	if err != nil {
+		apiErr := apierror.BadRequest("invalid_id", "invalid queue id B")
+		c.JSON(apiErr.Status, apierror.NewResponse(apiErr))
+		return
+	}
+	ctx, cancel := context.WithTimeout(c.Request.Context(), 15*time.Second)
+	defer cancel()
+
+	verdict, err := h.service.ClassifySimilarPair(ctx, aID, bID)
+	if err != nil {
+		slog.WarnContext(ctx, "classify similar failed", "a", aID, "b", bID, "error", err)
+		apiErr := apierror.Internal("classify failed: " + err.Error())
+		c.JSON(apiErr.Status, apierror.NewResponse(apiErr))
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{"data": verdict})
+}
+
 func currentUserID(c *gin.Context) (uuid.UUID, bool) {
 	raw, exists := c.Get("user_id")
 	if !exists {
diff --git a/backend/internal/domain/discovery/handler_test.go b/backend/internal/domain/discovery/handler_test.go
index 4a87ce2..77a797b 100644
--- a/backend/internal/domain/discovery/handler_test.go
+++ b/backend/internal/domain/discovery/handler_test.go
@@ -55,6 +55,9 @@ func TestCrawlHandlerReturns202AndStartsCrawl(t *testing.T) {
 		&stubCrawlerRunner{result: crawler.CrawlResult{}},
 		noopLinkVerifier{},
 		noopMarketCreator{},
+		nil,
+		nil,
+		nil,
 	)
 	h := NewHandler(svc, 0) // rate limit disabled
 
@@ -89,7 +92,7 @@ func TestCrawlHandlerReturns202AndStartsCrawl(t *testing.T) {
 
 // TestCrawlStatusInitialState verifies the zero state of a freshly constructed Handler.
 func TestCrawlStatusInitialState(t *testing.T) {
-	svc := NewService(newMockRepo(), &stubCrawlerRunner{}, noopLinkVerifier{}, noopMarketCreator{})
+	svc := NewService(newMockRepo(), &stubCrawlerRunner{}, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
 	h := NewHandler(svc, 0)
 
 	w := httptest.NewRecorder()
@@ -139,7 +142,7 @@ func TestCrawlHandlerConcurrentReturnsTooManyRequests(t *testing.T) {
 		started: make(chan struct{}),
 		release: make(chan struct{}),
 	}
-	svc := NewService(newMockRepo(), bc, noopLinkVerifier{}, noopMarketCreator{})
+	svc := NewService(newMockRepo(), bc, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
 	h := NewHandler(svc, 0) // rate limit disabled
 
 	// First request — returns 202 and spawns goroutine.
@@ -194,7 +197,7 @@ func TestListQueueSortParamWhitelist(t *testing.T) {
 	for _, tc := range tests {
 		t.Run(tc.name, func(t *testing.T) {
 			repo := newMockRepo()
-			svc := NewService(repo, &stubCrawlerRunner{}, noopLinkVerifier{}, noopMarketCreator{})
+			svc := NewService(repo, &stubCrawlerRunner{}, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
 			h := NewHandler(svc, 0)
 
 			w := httptest.NewRecorder()
@@ -252,6 +255,9 @@ func TestCrawlHandlerRateLimit(t *testing.T) {
 		&stubCrawlerRunner{result: crawler.CrawlResult{}},
 		noopLinkVerifier{},
 		noopMarketCreator{},
+		nil,
+		nil,
+		nil,
 	)
 	// 1 per hour window.
 	h := NewHandler(svc, 1)
diff --git a/backend/internal/domain/discovery/mock_repo_test.go b/backend/internal/domain/discovery/mock_repo_test.go
index ec571b5..7d72ca1 100644
--- a/backend/internal/domain/discovery/mock_repo_test.go
+++ b/backend/internal/domain/discovery/mock_repo_test.go
@@ -6,6 +6,8 @@ import (
 
 	"github.com/google/uuid"
 	"github.com/jackc/pgx/v5"
+
+	"marktvogt.de/backend/internal/domain/discovery/enrich"
 )
 
 // Compile-time guard: mockRepo must fully satisfy Repository.
@@ -16,7 +18,8 @@ type mockRepo struct {
 	editionExistsFn func(ctx context.Context, seriesID uuid.UUID, year int) (bool, error)
 	insertDiscFn    func(ctx context.Context, d DiscoveredMarket) (uuid.UUID, error)
 	isRejectedFn    func(ctx context.Context, nameNormalized, stadt string, year int) (bool, error)
-	queuePendingFn  func(ctx context.Context, nameNormalized, stadt string, startDatum *time.Time) (bool, error)
+	findMatchFn     func(ctx context.Context, nameNormalized, stadt string, startDatum *time.Time) (*DiscoveredMarket, error)
+	mergePendingFn  func(id uuid.UUID, addSources, addQuellen []string, addContribs []SourceContribution, newKonfidenz, newHinweis string) error
 	countQueueFn    func(ctx context.Context, status string) (int, error)
 	getDiscoveredFn func(ctx context.Context, id uuid.UUID) (DiscoveredMarket, error)
 	beginTxFn       func(ctx context.Context) (pgx.Tx, error)
@@ -32,6 +35,17 @@ type mockRepo struct {
 	listQueueCalls []listQueueCall
 	listQueueRows  []DiscoveredMarket
 	listQueueErr   error
+
+	// Enrichment hooks (optional). Tests set whichever they need; nil falls
+	// through to a no-op / empty response.
+	setEnrichmentFn     func(id uuid.UUID, payload enrich.Enrichment, status string) error
+	getCacheFn          func(key string) (enrich.Enrichment, bool, error)
+	setCacheFn          func(key string, payload enrich.Enrichment, ttl time.Duration) error
+	listPendingEnrichFn func(limit int) ([]DiscoveredMarket, error)
+
+	// Similarity AI cache hooks.
+	getSimCacheFn func(pairKey string) (enrich.Verdict, bool, error)
+	setSimCacheFn func(pairKey string, v enrich.Verdict, ttl time.Duration) error
 }
 
 // listQueueCall records arguments passed to mockRepo.ListQueue so tests can
@@ -53,8 +67,17 @@ func (m *mockRepo) InsertDiscovered(ctx context.Context, d DiscoveredMarket) (uu
 func (m *mockRepo) IsRejected(ctx context.Context, n, s string, y int) (bool, error) {
 	return m.isRejectedFn(ctx, n, s, y)
 }
-func (m *mockRepo) QueueHasPending(ctx context.Context, n, s string, sd *time.Time) (bool, error) {
-	return m.queuePendingFn(ctx, n, s, sd)
+func (m *mockRepo) FindPendingMatch(ctx context.Context, n, s string, sd *time.Time) (*DiscoveredMarket, error) {
+	if m.findMatchFn != nil {
+		return m.findMatchFn(ctx, n, s, sd)
+	}
+	return nil, nil
+}
+func (m *mockRepo) MergePendingSources(_ context.Context, id uuid.UUID, addSources, addQuellen []string, addContribs []SourceContribution, newKonfidenz, newHinweis string) error {
+	if m.mergePendingFn != nil {
+		return m.mergePendingFn(id, addSources, addQuellen, addContribs, newKonfidenz, newHinweis)
+	}
+	return nil
 }
 func (m *mockRepo) ListQueue(ctx context.Context, status, sortBy, order string, l, o int) ([]DiscoveredMarket, error) {
 	m.listQueueCalls = append(m.listQueueCalls, listQueueCall{
@@ -104,6 +127,42 @@ func (m *mockRepo) Stats(ctx context.Context, forwardMonths, recentErrorsLimit i
 func (m *mockRepo) UpdatePending(ctx context.Context, id uuid.UUID, f UpdatePendingFields, nn *string) error {
 	return nil
 }
+func (m *mockRepo) SetEnrichment(_ context.Context, id uuid.UUID, payload enrich.Enrichment, status string) error {
+	if m.setEnrichmentFn != nil {
+		return m.setEnrichmentFn(id, payload, status)
+	}
+	return nil
+}
+func (m *mockRepo) GetEnrichmentCache(_ context.Context, key string) (enrich.Enrichment, bool, error) {
+	if m.getCacheFn != nil {
+		return m.getCacheFn(key)
+	}
+	return enrich.Enrichment{}, false, nil
+}
+func (m *mockRepo) SetEnrichmentCache(_ context.Context, key string, payload enrich.Enrichment, ttl time.Duration) error {
+	if m.setCacheFn != nil {
+		return m.setCacheFn(key, payload, ttl)
+	}
+	return nil
+}
+func (m *mockRepo) ListPendingEnrichment(_ context.Context, limit int) ([]DiscoveredMarket, error) {
+	if m.listPendingEnrichFn != nil {
+		return m.listPendingEnrichFn(limit)
+	}
+	return nil, nil
+}
+func (m *mockRepo) GetSimilarityCache(_ context.Context, pairKey string) (enrich.Verdict, bool, error) {
+	if m.getSimCacheFn != nil {
+		return m.getSimCacheFn(pairKey)
+	}
+	return enrich.Verdict{}, false, nil
+}
+func (m *mockRepo) SetSimilarityCache(_ context.Context, pairKey string, v enrich.Verdict, ttl time.Duration) error {
+	if m.setSimCacheFn != nil {
+		return m.setSimCacheFn(pairKey, v, ttl)
+	}
+	return nil
+}
 
 // noopLinkVerifier passes every URL — used by tests to isolate from network.
 type noopLinkVerifier struct{}
diff --git a/backend/internal/domain/discovery/model.go b/backend/internal/domain/discovery/model.go
index 5a61689..8957d32 100644
--- a/backend/internal/domain/discovery/model.go
+++ b/backend/internal/domain/discovery/model.go
@@ -5,6 +5,8 @@ import (
 	"time"
 
 	"github.com/google/uuid"
+
+	"marktvogt.de/backend/internal/domain/discovery/enrich"
 )
 
 // SourceContribution captures what one source reported about a market.
@@ -67,8 +69,25 @@ type DiscoveredMarket struct {
 	ReviewedAt          *time.Time           `json:"reviewed_at"`
 	ReviewedBy          *uuid.UUID           `json:"reviewed_by"`
 	CreatedEditionID    *uuid.UUID           `json:"created_edition_id"`
+
+	// Enrichment payload + worker lifecycle. See enrich.Enrichment for the contract.
+	Enrichment         enrich.Enrichment `json:"enrichment"`
+	EnrichmentStatus   string            `json:"enrichment_status"` // pending|done|failed|skipped
+	EnrichmentAttempts int               `json:"enrichment_attempts"`
+	EnrichedAt         *time.Time        `json:"enriched_at"`
 }
 
+// EnrichmentStatus constants for discovered_markets.enrichment_status.
+// The payload type + provenance constants live in the enrich package; this
+// status string is a DB column value used by repository queries, kept here
+// alongside the other DB-lifecycle constants.
+const (
+	EnrichmentStatusPending = "pending"
+	EnrichmentStatusDone    = "done"
+	EnrichmentStatusFailed  = "failed"
+	EnrichmentStatusSkipped = "skipped"
+)
+
 // RejectedDiscovery stores a sticky rejection scoped to (normalized_name, city, year).
 type RejectedDiscovery struct {
 	ID             uuid.UUID  `json:"id"`
diff --git a/backend/internal/domain/discovery/repository.go b/backend/internal/domain/discovery/repository.go
index 29e02dd..9f47913 100644
--- a/backend/internal/domain/discovery/repository.go
+++ b/backend/internal/domain/discovery/repository.go
@@ -4,12 +4,15 @@ package discovery
 import (
 	"context"
 	"encoding/json"
+	"errors"
 	"fmt"
 	"time"
 
 	"github.com/google/uuid"
 	"github.com/jackc/pgx/v5"
 	"github.com/jackc/pgx/v5/pgxpool"
+
+	"marktvogt.de/backend/internal/domain/discovery/enrich"
 )
 
 type Repository interface {
@@ -17,7 +20,16 @@ type Repository interface {
 	EditionExists(ctx context.Context, seriesID uuid.UUID, year int) (bool, error)
 	InsertDiscovered(ctx context.Context, d DiscoveredMarket) (uuid.UUID, error)
 	IsRejected(ctx context.Context, nameNormalized, stadt string, year int) (bool, error)
-	QueueHasPending(ctx context.Context, nameNormalized, stadt string, startDatum *time.Time) (bool, error)
+	// FindPendingMatch looks up an existing pending queue row by the exact
+	// tuple (name_normalized, stadt, start_datum). Returns nil when no match
+	// exists. Used by the crawl auto-merge path — callers decide whether to
+	// merge sources into the match or skip as redundant.
+	FindPendingMatch(ctx context.Context, nameNormalized, stadt string, startDatum *time.Time) (*DiscoveredMarket, error)
+	// MergePendingSources appends the supplied per-source data onto an existing
+	// pending row. Arrays are deduped (set-union semantics); konfidenz and
+	// hinweis are overwritten with the caller-computed values. Idempotent —
+	// calling with already-present sources is a no-op.
+	MergePendingSources(ctx context.Context, id uuid.UUID, addSources []string, addQuellen []string, addContribs []SourceContribution, newKonfidenz, newHinweis string) error
 	ListQueue(ctx context.Context, status, sortBy, order string, limit, offset int) ([]DiscoveredMarket, error)
 	CountQueue(ctx context.Context, status string) (int, error)
 	GetDiscovered(ctx context.Context, id uuid.UUID) (DiscoveredMarket, error)
@@ -27,6 +39,20 @@ type Repository interface {
 	BeginTx(ctx context.Context) (pgx.Tx, error)
 	Stats(ctx context.Context, forwardMonths, recentErrorsLimit int) (Stats, error)
 	UpdatePending(ctx context.Context, id uuid.UUID, fields UpdatePendingFields, nameNormalized *string) error
+
+	// Enrichment persistence. SetEnrichment writes payload + status + bumps
+	// attempts + stamps enriched_at in one UPDATE so the worker stays idempotent.
+	SetEnrichment(ctx context.Context, id uuid.UUID, payload enrich.Enrichment, status string) error
+	// ListPendingEnrichment returns queue rows awaiting their first enrichment
+	// pass. Ordered by discovered_at ASC so older rows get processed first.
+	ListPendingEnrichment(ctx context.Context, limit int) ([]DiscoveredMarket, error)
+	// Cache operations keyed on sha256(name_normalized|stadt|year).
+	GetEnrichmentCache(ctx context.Context, key string) (enrich.Enrichment, bool, error)
+	SetEnrichmentCache(ctx context.Context, key string, payload enrich.Enrichment, ttl time.Duration) error
+
+	// Similarity AI cache — keyed on enrich.SimilarityPairKey.
+	GetSimilarityCache(ctx context.Context, pairKey string) (enrich.Verdict, bool, error)
+	SetSimilarityCache(ctx context.Context, pairKey string, v enrich.Verdict, ttl time.Duration) error
 }
 
 // SeriesCandidate is a minimal projection used for name-normalization comparison in Go.
@@ -106,16 +132,70 @@ func (r *pgRepository) IsRejected(ctx context.Context, nameNormalized, stadt str
 	return exists, err
 }
 
-func (r *pgRepository) QueueHasPending(ctx context.Context, nameNormalized, stadt string, startDatum *time.Time) (bool, error) {
-	var exists bool
-	err := r.pool.QueryRow(ctx, `
-SELECT EXISTS(
-  SELECT 1 FROM discovered_markets
-  WHERE status='pending'
-    AND name_normalized=$1 AND stadt=$2
-    AND start_datum IS NOT DISTINCT FROM $3
-)`, nameNormalized, stadt, startDatum).Scan(&exists)
-	return exists, err
+func (r *pgRepository) FindPendingMatch(ctx context.Context, nameNormalized, stadt string, startDatum *time.Time) (*DiscoveredMarket, error) {
+	row := r.pool.QueryRow(ctx, `
+SELECT id, bucket_id, markt_name, stadt, coalesce(bundesland,''), land,
+       start_datum, end_datum, coalesce(website,''), quellen, coalesce(konfidenz,''),
+       coalesce(agent_status,''), coalesce(hinweis,''), name_normalized, matched_series_id, status,
+       discovered_at, reviewed_at, reviewed_by, created_edition_id,
+       sources, source_contributions,
+       enrichment, enrichment_status, enrichment_attempts, enriched_at
+FROM discovered_markets
+WHERE status='pending'
+  AND name_normalized=$1 AND stadt=$2
+  AND start_datum IS NOT DISTINCT FROM $3
+LIMIT 1`, nameNormalized, stadt, startDatum)
+	d, err := scanDiscoveredMarket(row)
+	if errors.Is(err, pgx.ErrNoRows) {
+		return nil, nil
+	}
+	if err != nil {
+		return nil, err
+	}
+	return &d, nil
+}
+
+// MergePendingSources appends new per-source data onto an existing pending
+// row using set-union semantics for the text[] columns and a JSONB concat
+// for source_contributions. Konfidenz and hinweis are overwritten with the
+// caller-computed values — the caller already knows the new source count
+// and whether a date_conflict hint still applies.
+//
+// Idempotent: if add* arrays contain entries already present, the DISTINCT
+// clauses drop duplicates. Contributions use a stricter dedup via source_name
+// uniqueness — a source that re-crawls should overwrite its own row, not
+// append a second copy.
+func (r *pgRepository) MergePendingSources(ctx context.Context, id uuid.UUID, addSources []string, addQuellen []string, addContribs []SourceContribution, newKonfidenz, newHinweis string) error {
+	contribJSON, err := json.Marshal(addContribs)
+	if err != nil {
+		return fmt.Errorf("marshal added contributions: %w", err)
+	}
+	// Dedup text[] via ARRAY(SELECT DISTINCT unnest(...)).
+	// source_contributions: de-dupe by source_name — keep the existing entry
+	// when a source name collides, otherwise append the new one. Ordering by
+	// source_name keeps the array deterministic for downstream comparison.
+	tag, err := r.pool.Exec(ctx, `
+UPDATE discovered_markets
+SET sources = ARRAY(SELECT DISTINCT unnest(sources || $2::text[])),
+    quellen = ARRAY(SELECT DISTINCT unnest(quellen || $3::text[])),
+    source_contributions = (
+      SELECT jsonb_agg(c ORDER BY c->>'source_name')
+      FROM (
+        SELECT DISTINCT ON (c->>'source_name') c
+        FROM jsonb_array_elements(source_contributions || $4::jsonb) AS c
+      ) deduped
+    ),
+    konfidenz = NULLIF($5, ''),
+    hinweis   = $6
+WHERE id = $1 AND status = 'pending'`,
+		id, addSources, addQuellen, contribJSON, newKonfidenz, newHinweis)
+	if err != nil {
+		return fmt.Errorf("merge pending sources: %w", err)
+	}
+	if tag.RowsAffected() == 0 {
+		return fmt.Errorf("no pending row with id %s", id)
+	}
+	return nil
 }
 
 func (r *pgRepository) ListQueue(ctx context.Context, status, sortBy, order string, limit, offset int) ([]DiscoveredMarket, error) {
@@ -125,7 +205,8 @@ SELECT id, bucket_id, markt_name, stadt, coalesce(bundesland,''), land,
        start_datum, end_datum, coalesce(website,''), quellen, coalesce(konfidenz,''),
        coalesce(agent_status,''), coalesce(hinweis,''), name_normalized, matched_series_id, status,
        discovered_at, reviewed_at, reviewed_by, created_edition_id,
-       sources, source_contributions
+       sources, source_contributions,
+       enrichment, enrichment_status, enrichment_attempts, enriched_at
 FROM discovered_markets
 WHERE status = $1
 ` + orderBy + `
@@ -188,13 +269,45 @@ func (r *pgRepository) CountQueue(ctx context.Context, status string) (int, erro
 	return n, err
 }
 
+// ListPendingEnrichment selects queue rows still awaiting enrichment. The
+// status='pending' filter excludes accepted/rejected rows — enrichment only
+// makes sense for review candidates. Ordered by discovered_at ASC so an
+// operator running the bulk action sees the oldest queue entries improve first.
+func (r *pgRepository) ListPendingEnrichment(ctx context.Context, limit int) ([]DiscoveredMarket, error) {
+	rows, err := r.pool.Query(ctx, `
+SELECT id, bucket_id, markt_name, stadt, coalesce(bundesland,''), land,
+       start_datum, end_datum, coalesce(website,''), quellen, coalesce(konfidenz,''),
+       coalesce(agent_status,''), coalesce(hinweis,''), name_normalized, matched_series_id, status,
+       discovered_at, reviewed_at, reviewed_by, created_edition_id,
+       sources, source_contributions,
+       enrichment, enrichment_status, enrichment_attempts, enriched_at
+FROM discovered_markets
+WHERE status = 'pending' AND enrichment_status = $1
+ORDER BY discovered_at ASC
+LIMIT $2`, EnrichmentStatusPending, limit)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	out := make([]DiscoveredMarket, 0)
+	for rows.Next() {
+		d, err := scanDiscoveredMarket(rows)
+		if err != nil {
+			return nil, err
+		}
+		out = append(out, d)
+	}
+	return out, rows.Err()
+}
+
 func (r *pgRepository) GetDiscovered(ctx context.Context, id uuid.UUID) (DiscoveredMarket, error) {
 	row := r.pool.QueryRow(ctx, `
 SELECT id, bucket_id, markt_name, stadt, coalesce(bundesland,''), land,
        start_datum, end_datum, coalesce(website,''), quellen, coalesce(konfidenz,''),
        coalesce(agent_status,''), coalesce(hinweis,''), name_normalized, matched_series_id, status,
        discovered_at, reviewed_at, reviewed_by, created_edition_id,
-       sources, source_contributions
+       sources, source_contributions,
+       enrichment, enrichment_status, enrichment_attempts, enriched_at
 FROM discovered_markets WHERE id = $1`, id)
 	return scanDiscoveredMarket(row)
 }
@@ -210,12 +323,14 @@ type scanner interface {
 func scanDiscoveredMarket(s scanner) (DiscoveredMarket, error) {
 	var d DiscoveredMarket
 	var contribJSON []byte
+	var enrichmentJSON []byte
 	if err := s.Scan(
 		&d.ID, &d.BucketID, &d.MarktName, &d.Stadt, &d.Bundesland, &d.Land,
 		&d.StartDatum, &d.EndDatum, &d.Website, &d.Quellen, &d.Konfidenz,
 		&d.AgentStatus, &d.Hinweis, &d.NameNormalized, &d.MatchedSeriesID, &d.Status,
 		&d.DiscoveredAt, &d.ReviewedAt, &d.ReviewedBy, &d.CreatedEditionID,
 		&d.Sources, &contribJSON,
+		&enrichmentJSON, &d.EnrichmentStatus, &d.EnrichmentAttempts, &d.EnrichedAt,
 	); err != nil {
 		return DiscoveredMarket{}, err
 	}
@@ -224,6 +339,11 @@ func scanDiscoveredMarket(s scanner) (DiscoveredMarket, error) {
 			return DiscoveredMarket{}, fmt.Errorf("unmarshal source_contributions: %w", err)
 		}
 	}
+	if len(enrichmentJSON) > 0 {
+		if err := json.Unmarshal(enrichmentJSON, &d.Enrichment); err != nil {
+			return DiscoveredMarket{}, fmt.Errorf("unmarshal enrichment: %w", err)
+		}
+	}
 	if d.Sources == nil {
 		d.Sources = []string{}
 	}
@@ -329,3 +449,124 @@ LIMIT $1`, recentErrorsLimit)
 	}
 	return s, rows.Err()
 }
+
+// SetEnrichment persists a worker's enrichment outcome in a single UPDATE.
+// Attempts is incremented server-side so concurrent retries stay honest even
+// if the caller's read-modify-write is racy. enriched_at is only stamped for
+// terminal states ('done' / 'failed'), not 'skipped', to distinguish "we ran
+// and nothing changed" from "we ran and succeeded trivially".
+func (r *pgRepository) SetEnrichment(ctx context.Context, id uuid.UUID, payload enrich.Enrichment, status string) error {
+	payloadJSON, err := json.Marshal(payload)
+	if err != nil {
+		return fmt.Errorf("marshal enrichment: %w", err)
+	}
+	var enrichedExpr string
+	switch status {
+	case EnrichmentStatusDone, EnrichmentStatusFailed:
+		enrichedExpr = "now()"
+	default:
+		enrichedExpr = "enriched_at" // preserve existing value
+	}
+	tag, err := r.pool.Exec(ctx, fmt.Sprintf(`
+UPDATE discovered_markets
+SET enrichment          = $2,
+    enrichment_status   = $3,
+    enrichment_attempts = enrichment_attempts + 1,
+    enriched_at         = %s
+WHERE id = $1`, enrichedExpr), id, payloadJSON, status)
+	if err != nil {
+		return fmt.Errorf("set enrichment: %w", err)
+	}
+	if tag.RowsAffected() == 0 {
+		return fmt.Errorf("no discovered_markets row with id %s", id)
+	}
+	return nil
+}
+
+// GetEnrichmentCache returns (payload, true, nil) on a hit that has not yet
+// expired, (_, false, nil) on a miss or expired entry. Expired entries are
+// treated as misses so the caller refetches rather than relying on a
+// background pruner.
+func (r *pgRepository) GetEnrichmentCache(ctx context.Context, key string) (enrich.Enrichment, bool, error) {
+	var payloadJSON []byte
+	err := r.pool.QueryRow(ctx, `
+SELECT payload FROM enrichment_cache
+WHERE cache_key = $1
+  AND (expires_at IS NULL OR expires_at > now())`, key).Scan(&payloadJSON)
+	if errors.Is(err, pgx.ErrNoRows) {
+		return enrich.Enrichment{}, false, nil
+	}
+	if err != nil {
+		return enrich.Enrichment{}, false, fmt.Errorf("cache get: %w", err)
+	}
+	var e enrich.Enrichment
+	if err := json.Unmarshal(payloadJSON, &e); err != nil {
+		return enrich.Enrichment{}, false, fmt.Errorf("unmarshal cache payload: %w", err)
+	}
+	return e, true, nil
+}
+
+// SetEnrichmentCache writes or replaces a cache entry. ttl==0 means "no
+// expiry" (expires_at stays NULL). Callers typically use 30 days.
+func (r *pgRepository) SetEnrichmentCache(ctx context.Context, key string, payload enrich.Enrichment, ttl time.Duration) error {
+	payloadJSON, err := json.Marshal(payload)
+	if err != nil {
+		return fmt.Errorf("marshal cache payload: %w", err)
+	}
+	var expiresAt *time.Time
+	if ttl > 0 {
+		t := time.Now().Add(ttl)
+		expiresAt = &t
+	}
+	_, err = r.pool.Exec(ctx, `
+INSERT INTO enrichment_cache (cache_key, payload, expires_at)
+VALUES ($1, $2, $3)
+ON CONFLICT (cache_key) DO UPDATE
+  SET payload    = EXCLUDED.payload,
+      created_at = now(),
+      expires_at = EXCLUDED.expires_at`, key, payloadJSON, expiresAt)
+	if err != nil {
+		return fmt.Errorf("cache set: %w", err)
+	}
+	return nil
+}
+
+// GetSimilarityCache returns a cached AI verdict for a (pairKey) or
+// (zero, false, nil) on miss/expiry. Expired entries are treated as misses.
+func (r *pgRepository) GetSimilarityCache(ctx context.Context, pairKey string) (enrich.Verdict, bool, error) {
+	var v enrich.Verdict
+	err := r.pool.QueryRow(ctx, `
+SELECT same, confidence, reason, model FROM similarity_ai_cache
+WHERE pair_key = $1
+  AND (expires_at IS NULL OR expires_at > now())`, pairKey).Scan(&v.Same, &v.Confidence, &v.Reason, &v.Model)
+	if errors.Is(err, pgx.ErrNoRows) {
+		return enrich.Verdict{}, false, nil
+	}
+	if err != nil {
+		return enrich.Verdict{}, false, fmt.Errorf("similarity cache get: %w", err)
+	}
+	return v, true, nil
+}
+
+// SetSimilarityCache upserts a verdict. ttl=0 means "no expiry" (nullable).
+func (r *pgRepository) SetSimilarityCache(ctx context.Context, pairKey string, v enrich.Verdict, ttl time.Duration) error {
+	var expiresAt *time.Time
+	if ttl > 0 {
+		t := time.Now().Add(ttl)
+		expiresAt = &t
+	}
+	_, err := r.pool.Exec(ctx, `
+INSERT INTO similarity_ai_cache (pair_key, same, confidence, reason, model, expires_at)
+VALUES ($1, $2, $3, $4, $5, $6)
+ON CONFLICT (pair_key) DO UPDATE
+  SET same       = EXCLUDED.same,
+      confidence = EXCLUDED.confidence,
+      reason     = EXCLUDED.reason,
+      model      = EXCLUDED.model,
+      created_at = now(),
+      expires_at = EXCLUDED.expires_at`, pairKey, v.Same, v.Confidence, v.Reason, v.Model, expiresAt)
+	if err != nil {
+		return fmt.Errorf("similarity cache set: %w", err)
+	}
+	return nil
+}
diff --git a/backend/internal/domain/discovery/routes.go b/backend/internal/domain/discovery/routes.go
index 5460382..e884b77 100644
--- a/backend/internal/domain/discovery/routes.go
+++ b/backend/internal/domain/discovery/routes.go
@@ -24,9 +24,19 @@ func RegisterRoutes(
 		admin.POST("/queue/:id/accept", h.Accept)
 		admin.POST("/queue/:id/reject", h.Reject)
 		admin.GET("/queue/:id/similar", h.Similar)
+		// Per-row LLM enrichment (MR 3b). Synchronous — operator waits.
+		admin.POST("/queue/:id/enrich", h.EnrichLLM)
+		// Per-pair AI similarity tiebreak (MR 4). Synchronous; short call.
+		admin.POST("/queue/:aid/similar/:bid/classify", h.ClassifySimilarPair)
 		// Manual crawl trigger — subject to hourly rate limit.
 		admin.POST("/crawl-manual", h.Crawl)
 		// Async crawl status polling.
 		admin.GET("/crawl-status", h.CrawlStatus)
+		// Manual bulk crawl-enrich — deterministic consolidation + Nominatim
+		// geocoding applied to every enrichment_status='pending' row. Async
+		// (202 + polling) because the Nominatim 1rps rate means a full queue
+		// can take minutes.
+		admin.POST("/enrichment/crawl-all", h.RunCrawlEnrichAll)
+		admin.GET("/enrichment/crawl-all-status", h.CrawlEnrichStatus)
 	}
 }
diff --git a/backend/internal/domain/discovery/service.go b/backend/internal/domain/discovery/service.go
index 2a257f0..9f5fe3a 100644
--- a/backend/internal/domain/discovery/service.go
+++ b/backend/internal/domain/discovery/service.go
@@ -12,9 +12,21 @@ import (
 	"github.com/google/uuid"
 
 	"marktvogt.de/backend/internal/domain/discovery/crawler"
+	"marktvogt.de/backend/internal/domain/discovery/enrich"
 	"marktvogt.de/backend/internal/domain/market"
 )
 
+// Geocoder is the narrow interface the enrichment flow depends on.
+// *pkg/geocode.Geocoder satisfies it. Declared here instead of in the
+// sub-package enrich/ to avoid an import cycle (enrich depends on discovery
+// for the DiscoveredMarket / Enrichment types).
+//
+// Structurally identical to enrich.Geocoder, so a concrete *geocode.Geocoder
+// satisfies both and can be passed across the package boundary.
+type Geocoder interface {
+	Geocode(ctx context.Context, street, city, zip, country string) (*float64, *float64, error)
+}
+
 type marketCreator interface {
 	Create(ctx context.Context, req market.CreateMarketRequest) (market.Market, error)
 	CreateEditionForSeries(ctx context.Context, seriesID uuid.UUID, req market.CreateEditionRequest) (market.Market, error)
@@ -39,15 +51,31 @@ type Service struct {
 	crawler       crawlerRunner
 	marketCreator marketCreator
 	linkChecker   linkVerifier
+	// geocoder is optional — nil means crawl-enrich skips lat/lng. Wired from
+	// server/routes.go using the shared Nominatim client (1 rps limited).
+	geocoder Geocoder
+	// llmEnricher is the AI-backed fallback pass. Nil-safe via NoopLLMEnricher
+	// in test wiring; production code passes a real MistralLLMEnricher.
+	llmEnricher enrich.LLMEnricher
+	// simClassifier is the AI-backed duplicate tiebreaker. Nil-safe via
+	// NoopSimilarityClassifier.
+	simClassifier enrich.SimilarityClassifier
 }
 
 // NewService constructs a Service wired for the crawler-driven Crawl path.
-func NewService(repo Repository, cr crawlerRunner, lc linkVerifier, mc marketCreator) *Service {
+// geocoder may be nil; in that case crawl-enrich runs consolidation only and
+// skips the lat/lng step. llm may be nil; per-row LLM enrichment then
+// returns an error instead of attempting a call. simClassifier may be nil;
+// ClassifySimilarPair returns an error rather than a zero-confidence answer.
+func NewService(repo Repository, cr crawlerRunner, lc linkVerifier, mc marketCreator, gc Geocoder, llm enrich.LLMEnricher, sim enrich.SimilarityClassifier) *Service {
 	return &Service{
 		repo:          repo,
 		crawler:       cr,
 		marketCreator: mc,
 		linkChecker:   lc,
+		geocoder:      gc,
+		llmEnricher:   llm,
+		simClassifier: sim,
 	}
 }
 
@@ -59,9 +87,13 @@ type CrawlSummary struct {
 	Merged            int                      `json:"merged"`
 	MergedAcrossSites int                      `json:"merged_across_sites"`
 	Discovered        int                      `json:"discovered"`
-	DedupedExisting   int                      `json:"deduped_existing"`
-	DedupedRejected   int                      `json:"deduped_rejected"`
-	DedupedQueue      int                      `json:"deduped_queue"`
+	// AutoMerged counts queue rows that received a new source this run —
+	// cross-crawl consolidation. DedupedQueue now only counts truly redundant
+	// pickups (same source, same tuple, seen again).
+	AutoMerged      int `json:"auto_merged"`
+	DedupedExisting int `json:"deduped_existing"`
+	DedupedRejected int `json:"deduped_rejected"`
+	DedupedQueue    int `json:"deduped_queue"`
 	// LinkCheckFailed is retained for JSON compatibility with the admin UI;
 	// no longer populated since the crawler pipeline skips link verification.
 	// Consider removing in a future schema version.
@@ -180,13 +212,42 @@ func (s *Service) Crawl(ctx context.Context) (CrawlSummary, error) {
 				continue
 			}
 		}
-		pending, err := s.repo.QueueHasPending(insertCtx, nameNorm, m.City, m.StartDate)
+		match, err := s.repo.FindPendingMatch(insertCtx, nameNorm, m.City, m.StartDate)
 		if err != nil {
 			slog.WarnContext(ctx, "queue pending check", "error", err)
 			continue
 		}
-		if pending {
-			summary.DedupedQueue++
+		if match != nil {
+			// A pending row already covers this (name, stadt, start_date).
+			// Two cases:
+			// 1. The new event brings a source already present on the match
+			//    — nothing to merge, count as redundant (same source
+			//    re-emitted the event this crawl, or a previous run already
+			//    captured it).
+			// 2. The new event introduces a source not yet represented —
+			//    merge the per-source data onto the existing row. This is
+			//    the "auto-merge" path: avoids creating a duplicate queue
+			//    entry and upgrades konfidenz as source count grows.
+			if containsAllSources(match.Sources, m.Sources) {
+				summary.DedupedQueue++
+				continue
+			}
+			addSources, addQuellen, addContribs := newSourceDelta(match, m)
+			mergedSources := unionStrings(match.Sources, addSources)
+			newHinweis := match.Hinweis
+			if m.Hinweis != "" && !strings.Contains(newHinweis, m.Hinweis) {
+				if newHinweis != "" {
+					newHinweis += "; "
+				}
+				newHinweis += m.Hinweis
+			}
+			if err := s.repo.MergePendingSources(insertCtx, match.ID,
+				addSources, addQuellen, addContribs,
+				konfidenzForSources(mergedSources), newHinweis); err != nil {
+				slog.WarnContext(ctx, "auto-merge failed", "id", match.ID, "error", err)
+				continue
+			}
+			summary.AutoMerged++
 			continue
 		}
 
@@ -238,6 +299,7 @@ func (s *Service) Crawl(ctx context.Context) (CrawlSummary, error) {
 		"merged", summary.Merged,
 		"merged_across_sites", summary.MergedAcrossSites,
 		"discovered", summary.Discovered,
+		"auto_merged", summary.AutoMerged,
 		"deduped_existing", summary.DedupedExisting,
 		"deduped_rejected", summary.DedupedRejected,
 		"deduped_queue", summary.DedupedQueue,
@@ -249,23 +311,126 @@ func (s *Service) Crawl(ctx context.Context) (CrawlSummary, error) {
 	return summary, nil
 }
 
+// containsAllSources reports whether every name in incoming is already in
+// existing. Used to detect the "no new source info" case — same crawler run
+// re-emitting a row or a subsequent run repeating a single-source pickup.
+func containsAllSources(existing, incoming []string) bool {
+	if len(incoming) == 0 {
+		return true
+	}
+	set := make(map[string]struct{}, len(existing))
+	for _, s := range existing {
+		set[s] = struct{}{}
+	}
+	for _, s := range incoming {
+		if _, ok := set[s]; !ok {
+			return false
+		}
+	}
+	return true
+}
+
+// unionStrings returns a de-duplicated union of two string slices, preserving
+// first-seen order (a's entries before new entries from b).
+func unionStrings(a, b []string) []string {
+	seen := make(map[string]struct{}, len(a)+len(b))
+	out := make([]string, 0, len(a)+len(b))
+	for _, s := range a {
+		if _, ok := seen[s]; ok {
+			continue
+		}
+		seen[s] = struct{}{}
+		out = append(out, s)
+	}
+	for _, s := range b {
+		if _, ok := seen[s]; ok {
+			continue
+		}
+		seen[s] = struct{}{}
+		out = append(out, s)
+	}
+	return out
+}
+
+// newSourceDelta computes the per-source data the incoming event brings that
+// the existing match does not already have. Returns slices of (source names,
+// quellen URLs, source contributions) to append via MergePendingSources.
+// Contributions whose SourceName is already present on the match are dropped —
+// the repo's merge query would otherwise keep the first copy, but sending
+// them over is just wire waste.
+func newSourceDelta(match *DiscoveredMarket, m crawler.MergedEvent) (
+	addSources []string, addQuellen []string, addContribs []SourceContribution,
+) {
+	existingSources := make(map[string]struct{}, len(match.Sources))
+	for _, s := range match.Sources {
+		existingSources[s] = struct{}{}
+	}
+	for _, s := range m.Sources {
+		if _, ok := existingSources[s]; ok {
+			continue
+		}
+		addSources = append(addSources, s)
+	}
+
+	existingQuellen := make(map[string]struct{}, len(match.Quellen))
+	for _, q := range match.Quellen {
+		existingQuellen[q] = struct{}{}
+	}
+	for _, q := range m.Quellen {
+		if _, ok := existingQuellen[q]; ok {
+			continue
+		}
+		addQuellen = append(addQuellen, q)
+	}
+
+	incomingContribs := toContributions(m.Contributions)
+	for _, c := range incomingContribs {
+		if _, ok := existingSources[c.SourceName]; ok {
+			continue
+		}
+		addContribs = append(addContribs, c)
+	}
+	return addSources, addQuellen, addContribs
+}
+
 // crawlerKonfidenz derives a three-level confidence label for a merged event.
+// Thin wrapper over konfidenzForSources to keep the call site compact.
+func crawlerKonfidenz(m crawler.MergedEvent) string {
+	return konfidenzForSources(m.Sources)
+}
+
+// Source name constants (discovery-package local). Kept in sync with the
+// crawler sub-package's unexported equivalents via manual copy — they're
+// compared against RawEvent.SourceName / MergedEvent.Sources values that
+// the crawler parsers emit.
+const (
+	srcMittelaltermarktOnline = "mittelaltermarkt_online"
+	srcMarktkalendarium       = "marktkalendarium"
+	srcMittelalterkalender    = "mittelalterkalender"
+	srcFestivalAlarm          = "festival_alarm"
+	srcSuendenfrei            = "suendenfrei"
+)
+
+// konfidenzForSources is the canonical signal-to-label mapping. Shared
+// between the initial crawler-produced insert and the auto-merge path so a
+// row transitioning from 1 source to 2 sources gets re-labelled correctly.
+//
 // Signal: cross-source agreement is the strongest indicator — two or more
 // independent calendars emitting the same (normalized name, city, start_date)
 // triple is high confidence. Single-source rows fall back to source rank:
 // Tribe JSON and marktkalendarium curate their data, suendenfrei's prose
 // regex is brittle.
-func crawlerKonfidenz(m crawler.MergedEvent) string {
-	if len(m.Sources) >= 2 {
+func konfidenzForSources(sources []string) string {
+	if len(sources) >= 2 {
 		return KonfidenzHoch
 	}
-	if len(m.Sources) == 1 {
-		switch m.Sources[0] {
-		case "mittelaltermarkt_online", "marktkalendarium":
+	if len(sources) == 1 {
+		switch sources[0] {
+		case srcMittelaltermarktOnline, srcMarktkalendarium:
 			return KonfidenzMittel
-		case "mittelalterkalender", "festival_alarm":
+		case srcMittelalterkalender, srcFestivalAlarm:
 			return KonfidenzMittel
-		case "suendenfrei":
+		case srcSuendenfrei:
 			return KonfidenzNiedrig
 		}
 	}
@@ -449,6 +614,21 @@ func (s *Service) FindSimilarToQueueEntry(ctx context.Context, id uuid.UUID) ([]
 	return FindSimilar(target, candidates, 0.5), nil
 }
 
+// contributionsForEnrich maps the rich discovery-domain SourceContribution
+// down to the narrow enrich.Contribution shape — keeps the enrich package
+// free of a reverse import on discovery.
+func contributionsForEnrich(cs []SourceContribution) []enrich.Contribution {
+	out := make([]enrich.Contribution, 0, len(cs))
+	for _, c := range cs {
+		out = append(out, enrich.Contribution{
+			PLZ:       c.PLZ,
+			Venue:     c.Venue,
+			Organizer: c.Organizer,
+		})
+	}
+	return out
+}
+
 // toContributions translates the crawler's per-source RawEvents into the
 // discovery-domain SourceContribution shape for JSONB persistence.
 func toContributions(raws []crawler.RawEvent) []SourceContribution {
@@ -488,3 +668,221 @@ func findSeriesMatch(incomingName string, candidates []SeriesCandidate) *uuid.UU
 	}
 	return nil
 }
+
+// RunLLMEnrichOne fills category / opening_hours / description for a single
+// queue row via the injected LLMEnricher. Cache-first: if the row's
+// CacheKey hits a fresh entry, we reuse it and skip the LLM call entirely.
+//
+// The persisted payload is a Merge(crawl, llm) — crawl-populated fields
+// survive unchanged, LLM fills only the gaps. The cache stores the raw LLM
+// output (not the merged result) so the same cached answer can be layered
+// onto different crawl-enrich bases if the row gets re-enriched.
+func (s *Service) RunLLMEnrichOne(ctx context.Context, queueID uuid.UUID) (enrich.Enrichment, error) {
+	if s.llmEnricher == nil {
+		return enrich.Enrichment{}, errors.New("llm enricher not configured")
+	}
+
+	row, err := s.repo.GetDiscovered(ctx, queueID)
+	if err != nil {
+		return enrich.Enrichment{}, fmt.Errorf("load row: %w", err)
+	}
+
+	year := 0
+	if row.StartDatum != nil {
+		year = row.StartDatum.Year()
+	}
+	cacheKey := enrich.CacheKey(row.NameNormalized, row.Stadt, year)
+
+	// Cache lookup — if we have a fresh LLM payload for this (name, city,
+	// year) tuple, skip the call. The merge still runs so a newly-populated
+	// crawl-enrich base gets its provenance preserved.
+	if cached, hit, err := s.repo.GetEnrichmentCache(ctx, cacheKey); err != nil {
+		slog.WarnContext(ctx, "enrichment cache get failed; continuing",
+			"cache_key", cacheKey, "error", err)
+	} else if hit {
+		merged := enrich.Merge(row.Enrichment, cached)
+		if err := s.repo.SetEnrichment(ctx, row.ID, merged, EnrichmentStatusDone); err != nil {
+			return enrich.Enrichment{}, fmt.Errorf("persist merged (cache hit): %w", err)
+		}
+		return merged, nil
+	}
+
+	llmReq := enrich.LLMRequest{
+		MarktName:  row.MarktName,
+		Stadt:      row.Stadt,
+		Land:       row.Land,
+		Bundesland: row.Bundesland,
+		Quellen:    row.Quellen,
+		Partial:    row.Enrichment,
+	}
+	llmPayload, err := s.llmEnricher.EnrichMissing(ctx, llmReq)
+	if err != nil {
+		// Persist the failure so the operator sees the attempts counter
+		// tick; the merged payload stays as-is (crawl-enrich values
+		// preserved). Ignore persistence errors here — the original LLM
+		// error is what the caller needs to see.
+		_ = s.repo.SetEnrichment(ctx, row.ID, row.Enrichment, EnrichmentStatusFailed)
+		return enrich.Enrichment{}, fmt.Errorf("llm enrich: %w", err)
+	}
+
+	// Cache the raw LLM output (not the merged result). A later re-crawl
+	// might change crawl-enrich fields; the cached answer should layer on
+	// top of whatever the current base is.
+	if err := s.repo.SetEnrichmentCache(ctx, cacheKey, llmPayload, enrich.DefaultCacheTTL); err != nil {
+		slog.WarnContext(ctx, "enrichment cache set failed; continuing",
+			"cache_key", cacheKey, "error", err)
+	}
+
+	merged := enrich.Merge(row.Enrichment, llmPayload)
+	if err := s.repo.SetEnrichment(ctx, row.ID, merged, EnrichmentStatusDone); err != nil {
+		return enrich.Enrichment{}, fmt.Errorf("persist merged: %w", err)
+	}
+	return merged, nil
+}
+
+// ClassifySimilarPair runs the AI classifier on the two queue rows identified
+// by aID and bID, returning a verdict about whether they're the same market.
+// Cache-first: a content-keyed entry (enrich.SimilarityPairKey) shortcuts the
+// LLM call when the same pair has been classified before.
+//
+// Intended for operator-triggered "AI tiebreak" on ambiguous similarity
+// matches. The crawl-time auto-merge in MR 7 will call this on its own.
+func (s *Service) ClassifySimilarPair(ctx context.Context, aID, bID uuid.UUID) (enrich.Verdict, error) {
+	if s.simClassifier == nil {
+		return enrich.Verdict{}, errors.New("similarity classifier not configured")
+	}
+	if aID == bID {
+		return enrich.Verdict{}, errors.New("cannot classify a row against itself")
+	}
+	a, err := s.repo.GetDiscovered(ctx, aID)
+	if err != nil {
+		return enrich.Verdict{}, fmt.Errorf("load row A: %w", err)
+	}
+	b, err := s.repo.GetDiscovered(ctx, bID)
+	if err != nil {
+		return enrich.Verdict{}, fmt.Errorf("load row B: %w", err)
+	}
+
+	rowA := rowToSimilarity(a)
+	rowB := rowToSimilarity(b)
+	pairKey := enrich.SimilarityPairKey(rowA, rowB)
+
+	if cached, hit, err := s.repo.GetSimilarityCache(ctx, pairKey); err != nil {
+		slog.WarnContext(ctx, "similarity cache get failed; continuing",
+			"pair_key", pairKey, "error", err)
+	} else if hit {
+		return cached, nil
+	}
+
+	verdict, err := s.simClassifier.Classify(ctx, rowA, rowB)
+	if err != nil {
+		return enrich.Verdict{}, fmt.Errorf("classify: %w", err)
+	}
+
+	if err := s.repo.SetSimilarityCache(ctx, pairKey, verdict, enrich.DefaultSimilarityCacheTTL); err != nil {
+		slog.WarnContext(ctx, "similarity cache set failed; continuing",
+			"pair_key", pairKey, "error", err)
+	}
+	return verdict, nil
+}
+
+// rowToSimilarity adapts a DiscoveredMarket to the narrow SimilarityRow the
+// enrich package consumes. Year comes from StartDatum (0 when unknown).
+func rowToSimilarity(r DiscoveredMarket) enrich.SimilarityRow {
+	year := 0
+	if r.StartDatum != nil {
+		year = r.StartDatum.Year()
+	}
+	return enrich.SimilarityRow{
+		NameNormalized: r.NameNormalized,
+		Stadt:          r.Stadt,
+		Year:           year,
+		Name:           r.MarktName,
+		Quellen:        r.Quellen,
+	}
+}
+
+// CrawlEnrichSummary reports the outcome of one RunCrawlEnrichAll pass.
+// Mirrors CrawlSummary's shape so the admin UI can reuse its render path.
+type CrawlEnrichSummary struct {
+	StartedAt  time.Time `json:"started_at"`
+	DurationMs int64     `json:"duration_ms"`
+	Total      int       `json:"total"`     // rows loaded for enrichment
+	Succeeded  int       `json:"succeeded"` // enrichment_status -> done
+	Failed     int       `json:"failed"`    // SetEnrichment returned error
+	// Bounded list of (id, error) pairs for operator debugging. Empty on
+	// happy paths; capped so a catastrophic run doesn't balloon the summary.
+	Errors []CrawlEnrichError `json:"errors"`
+}
+
+// CrawlEnrichError records a single row that failed to persist enrichment.
+type CrawlEnrichError struct {
+	QueueID uuid.UUID `json:"queue_id"`
+	Error   string    `json:"error"`
+}
+
+// runCrawlEnrichAllBatchSize caps how many rows we pull per bulk pass. Bigger
+// than the usual queue depth keeps us single-pass; the Nominatim 1rps limit
+// is the real throughput constraint, not batch size.
+const runCrawlEnrichAllBatchSize = 2000
+
+// runCrawlEnrichErrorCap bounds the Errors slice so a total outage doesn't
+// produce a summary the admin UI can't render. Operators can check logs for
+// the full set; this is just an at-a-glance list.
+const runCrawlEnrichErrorCap = 50
+
+// RunCrawlEnrichAll applies crawl-enrich (source consolidation + Nominatim
+// geocoding) to every queue row with enrichment_status='pending'. Persists
+// the resulting payload with status='done' on success, 'failed' on error.
+//
+// Already-enriched rows are skipped by the repo query — this is idempotent
+// only in the sense that re-running picks up any pending rows that appeared
+// since the last run. Forcing a re-enrich of already-done rows is a future
+// feature; for now operators must manually reset enrichment_status.
+//
+// Designed to be called from a goroutine with a detached context — the
+// Nominatim rate limit means a 200-row queue takes 3+ minutes and must
+// outlive the originating HTTP request.
+func (s *Service) RunCrawlEnrichAll(ctx context.Context) (CrawlEnrichSummary, error) {
+	summary := CrawlEnrichSummary{StartedAt: time.Now().UTC()}
+	rows, err := s.repo.ListPendingEnrichment(ctx, runCrawlEnrichAllBatchSize)
+	if err != nil {
+		return summary, fmt.Errorf("list pending enrichment: %w", err)
+	}
+	summary.Total = len(rows)
+
+	for _, row := range rows {
+		if err := ctx.Err(); err != nil {
+			// Caller cancelled — stop cleanly. Summary reflects partial
+			// progress; the remaining rows stay in enrichment_status='pending'
+			// and will be picked up by the next run.
+			return summary, err
+		}
+		in := enrich.Input{
+			Stadt:         row.Stadt,
+			Land:          row.Land,
+			Contributions: contributionsForEnrich(row.SourceContributions),
+		}
+		payload := enrich.CrawlEnrich(ctx, in, s.geocoder)
+		if err := s.repo.SetEnrichment(ctx, row.ID, payload, EnrichmentStatusDone); err != nil {
+			slog.WarnContext(ctx, "set enrichment failed",
+				"queue_id", row.ID, "error", err)
+			summary.Failed++
+			if len(summary.Errors) < runCrawlEnrichErrorCap {
+				summary.Errors = append(summary.Errors, CrawlEnrichError{
+					QueueID: row.ID,
+					Error:   err.Error(),
+				})
+			}
+			continue
+		}
+		summary.Succeeded++
+	}
+	summary.DurationMs = time.Since(summary.StartedAt).Milliseconds()
+	slog.InfoContext(ctx, "crawl-enrich-all completed",
+		"total", summary.Total,
+		"succeeded", summary.Succeeded,
+		"failed", summary.Failed,
+		"duration_ms", summary.DurationMs)
+	return summary, nil
+}
diff --git a/backend/internal/domain/discovery/service_test.go b/backend/internal/domain/discovery/service_test.go
index 52ddbbf..54c1fc3 100644
--- a/backend/internal/domain/discovery/service_test.go
+++ b/backend/internal/domain/discovery/service_test.go
@@ -2,6 +2,7 @@ package discovery
 
 import (
 	"context"
+	"errors"
 	"testing"
 	"time"
 
@@ -9,9 +10,24 @@ import (
 	"github.com/jackc/pgx/v5"
 
 	"marktvogt.de/backend/internal/domain/discovery/crawler"
+	"marktvogt.de/backend/internal/domain/discovery/enrich"
 	"marktvogt.de/backend/internal/domain/market"
 )
 
+// stubGeocoder is a test-local geocoder that returns canned lat/lng.
+type stubGeocoder struct {
+	lat, lng *float64
+	err      error
+}
+
+func (s stubGeocoder) Geocode(_ context.Context, _, _, _, _ string) (*float64, *float64, error) {
+	return s.lat, s.lng, s.err
+}
+
+func ptrFloat(v float64) *float64 { return &v }
+
+const catMittelaltermarkt = "mittelaltermarkt"
+
 // newMockRepo returns a mockRepo with default no-op implementations and an
 // inserted field that captures every InsertDiscovered call.
 func newMockRepo() *mockRepo {
@@ -23,7 +39,7 @@ func newMockRepo() *mockRepo {
 	m.listSeriesFn = func(_ context.Context, _ string) ([]SeriesCandidate, error) { return nil, nil }
 	m.editionExistsFn = func(_ context.Context, _ uuid.UUID, _ int) (bool, error) { return false, nil }
 	m.isRejectedFn = func(_ context.Context, _, _ string, _ int) (bool, error) { return false, nil }
-	m.queuePendingFn = func(_ context.Context, _, _ string, _ *time.Time) (bool, error) { return false, nil }
+	m.findMatchFn = func(_ context.Context, _, _ string, _ *time.Time) (*DiscoveredMarket, error) { return nil, nil }
 	return m
 }
 
@@ -131,7 +147,7 @@ func TestAccept_NewSeries_CallsCreate(t *testing.T) {
 		markAcceptedFn: func(_ context.Context, _ pgx.Tx, _, _, _ uuid.UUID) error { return nil },
 	}
 	mc := &stubCreator{}
-	svc := NewService(m, nil, noopLinkVerifier{}, mc)
+	svc := NewService(m, nil, noopLinkVerifier{}, mc, nil, nil, nil)
 	_, _, err := svc.Accept(context.Background(), qID, uuid.New())
 	if err != nil {
 		t.Fatalf("accept err: %v", err)
@@ -153,7 +169,7 @@ func TestAccept_ExistingSeries_CallsCreateEditionForSeries(t *testing.T) {
 		markAcceptedFn: func(_ context.Context, _ pgx.Tx, _, _, _ uuid.UUID) error { return nil },
 	}
 	mc := &stubCreator{}
-	svc := NewService(m, nil, noopLinkVerifier{}, mc)
+	svc := NewService(m, nil, noopLinkVerifier{}, mc, nil, nil, nil)
 	_, _, err := svc.Accept(context.Background(), uuid.New(), uuid.New())
 	if err != nil {
 		t.Fatalf("accept err: %v", err)
@@ -184,7 +200,7 @@ func TestServiceCrawlHappyPath(t *testing.T) {
 			PerSourceMS: map[string]int64{"marktkalendarium": 1},
 		},
 	}
-	svc := NewService(repo, sc, lc, noopMarketCreator{})
+	svc := NewService(repo, sc, lc, noopMarketCreator{}, nil, nil, nil)
 
 	summary, err := svc.Crawl(context.Background())
 	if err != nil {
@@ -208,13 +224,25 @@ func TestServiceCrawlHappyPath(t *testing.T) {
 	}
 }
 
-func TestServiceCrawlDedupQueue(t *testing.T) {
+func TestServiceCrawlDedupQueue_SameSourceRedundant(t *testing.T) {
+	// New semantic: DedupedQueue only counts when incoming source is already
+	// on the match (nothing new to merge). A fresh source would auto-merge
+	// instead — covered by TestServiceCrawlAutoMerge_NewSource.
 	repo := newMockRepo()
-	// Simulate: queue already has a matching pending row.
-	repo.queuePendingFn = func(_ context.Context, _, _ string, _ *time.Time) (bool, error) {
-		return true, nil
-	}
 	start := mustParseDate(t, "2026-05-01")
+	existing := &DiscoveredMarket{
+		ID:        uuid.New(),
+		Sources:   []string{"marktkalendarium"},
+		Konfidenz: KonfidenzMittel,
+	}
+	var mergeCalls int
+	repo.findMatchFn = func(_ context.Context, _, _ string, _ *time.Time) (*DiscoveredMarket, error) {
+		return existing, nil
+	}
+	repo.mergePendingFn = func(uuid.UUID, []string, []string, []SourceContribution, string, string) error {
+		mergeCalls++
+		return nil
+	}
 
 	sc := &stubCrawlerRunner{
 		result: crawler.CrawlResult{
@@ -225,23 +253,113 @@ func TestServiceCrawlDedupQueue(t *testing.T) {
 			},
 		},
 	}
-	svc := NewService(repo, sc, noopLinkVerifier{}, noopMarketCreator{})
+	svc := NewService(repo, sc, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
 
 	summary, err := svc.Crawl(context.Background())
 	if err != nil {
 		t.Fatal(err)
 	}
 	if summary.DedupedQueue != 1 {
-		t.Errorf("DedupedQueue = %d; want 1", summary.DedupedQueue)
+		t.Errorf("DedupedQueue = %d; want 1 (same source already present)", summary.DedupedQueue)
+	}
+	if summary.AutoMerged != 0 {
+		t.Errorf("AutoMerged = %d; want 0", summary.AutoMerged)
 	}
 	if summary.Discovered != 0 {
-		t.Errorf("Discovered = %d; want 0 (dupe should block insert)", summary.Discovered)
+		t.Errorf("Discovered = %d; want 0", summary.Discovered)
+	}
+	if mergeCalls != 0 {
+		t.Errorf("MergePendingSources called %d times; want 0 (no new source info)", mergeCalls)
 	}
 	if len(repo.inserted) != 0 {
 		t.Errorf("inserted = %d; want 0", len(repo.inserted))
 	}
 }
 
+func TestServiceCrawlAutoMerge_NewSourceUpgradesKonfidenz(t *testing.T) {
+	// Pending row already carries source A with konfidenz=mittel. New crawl
+	// brings the same event from source B -> auto-merge: delta sources are
+	// computed, MergePendingSources is called, AutoMerged=1, konfidenz gets
+	// upgraded to hoch (2 sources).
+	repo := newMockRepo()
+	start := mustParseDate(t, "2026-05-01")
+	existing := &DiscoveredMarket{
+		ID:        uuid.New(),
+		Sources:   []string{"marktkalendarium"},
+		Quellen:   []string{"https://a/"},
+		Konfidenz: KonfidenzMittel,
+	}
+
+	var merge struct {
+		called       bool
+		id           uuid.UUID
+		addSources   []string
+		addQuellen   []string
+		addContribs  []SourceContribution
+		newKonfidenz string
+	}
+	repo.findMatchFn = func(_ context.Context, _, _ string, _ *time.Time) (*DiscoveredMarket, error) {
+		return existing, nil
+	}
+	repo.mergePendingFn = func(id uuid.UUID, addSources, addQuellen []string, addContribs []SourceContribution, newKonfidenz, _ string) error {
+		merge.called = true
+		merge.id = id
+		merge.addSources = addSources
+		merge.addQuellen = addQuellen
+		merge.addContribs = addContribs
+		merge.newKonfidenz = newKonfidenz
+		return nil
+	}
+
+	sc := &stubCrawlerRunner{
+		result: crawler.CrawlResult{
+			PerSource: map[string][]crawler.RawEvent{
+				srcMittelaltermarktOnline: {
+					{SourceName: srcMittelaltermarktOnline, SourceURL: "https://b/",
+						Name: "X", City: "Y", StartDate: start},
+				},
+			},
+		},
+	}
+	svc := NewService(repo, sc, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
+
+	summary, err := svc.Crawl(context.Background())
+	if err != nil {
+		t.Fatal(err)
+	}
+	if summary.AutoMerged != 1 {
+		t.Errorf("AutoMerged = %d; want 1", summary.AutoMerged)
+	}
+	if summary.DedupedQueue != 0 {
+		t.Errorf("DedupedQueue = %d; want 0 (this was a merge, not a dupe)", summary.DedupedQueue)
+	}
+	if summary.Discovered != 0 {
+		t.Errorf("Discovered = %d; want 0 (no new row inserted)", summary.Discovered)
+	}
+	if !merge.called {
+		t.Fatal("MergePendingSources not called on auto-merge path")
+	}
+	if merge.id != existing.ID {
+		t.Errorf("merge id = %v; want %v", merge.id, existing.ID)
+	}
+	if len(merge.addSources) != 1 || merge.addSources[0] != srcMittelaltermarktOnline {
+		t.Errorf("addSources = %v; want [mittelaltermarkt_online]", merge.addSources)
+	}
+	if len(merge.addQuellen) != 1 || merge.addQuellen[0] != "https://b/" {
+		t.Errorf("addQuellen = %v; want [https://b/]", merge.addQuellen)
+	}
+	if len(merge.addContribs) != 1 || merge.addContribs[0].SourceName != srcMittelaltermarktOnline {
+		t.Errorf("addContribs first SourceName = %v; want mittelaltermarkt_online",
+			merge.addContribs)
+	}
+	if merge.newKonfidenz != KonfidenzHoch {
+		t.Errorf("newKonfidenz = %q; want %q (2 sources)", merge.newKonfidenz, KonfidenzHoch)
+	}
+	if len(repo.inserted) != 0 {
+		t.Errorf("inserted = %d; want 0 (merge path should not insert)", len(repo.inserted))
+	}
+}
+
 func TestServiceCrawlDefaultsEndDate(t *testing.T) {
 	repo := newMockRepo()
 	start := mustParseDate(t, "2026-05-01")
@@ -256,7 +374,7 @@ func TestServiceCrawlDefaultsEndDate(t *testing.T) {
 			},
 		},
 	}
-	svc := NewService(repo, sc, noopLinkVerifier{}, noopMarketCreator{})
+	svc := NewService(repo, sc, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
 
 	if _, err := svc.Crawl(context.Background()); err != nil {
 		t.Fatal(err)
@@ -302,7 +420,7 @@ func TestServiceCrawlDetachesInsertContextFromRequestCtx(t *testing.T) {
 			},
 		},
 	}
-	svc := NewService(repo, sc, ctxAwareLinkVerifier{}, noopMarketCreator{})
+	svc := NewService(repo, sc, ctxAwareLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
 
 	// Cancel the context BEFORE Crawl runs — simulates gateway timeout
 	// that fires while the handler is still mid-run.
@@ -327,7 +445,7 @@ func TestListPendingQueuePaged_ReturnsBothRowsAndTotal(t *testing.T) {
 	m := &mockRepo{
 		countQueueFn: func(_ context.Context, _ string) (int, error) { return 42, nil },
 	}
-	svc := NewService(m, nil, noopLinkVerifier{}, noopMarketCreator{})
+	svc := NewService(m, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
 	rows, total, err := svc.ListPendingQueuePaged(context.Background(), QueueSortDefault, QueueOrderDefault, 50, 0)
 	if err != nil {
 		t.Fatalf("unexpected error: %v", err)
@@ -351,15 +469,15 @@ func TestServiceCrawlPersistsSourcesAndContributions(t *testing.T) {
 					{SourceName: "marktkalendarium", SourceURL: "https://mk/", Name: "Markt X",
 						City: "Dresden", PLZ: "01067", StartDate: start, Website: "https://organizer.de"},
 				},
-				"mittelaltermarkt_online": {
-					{SourceName: "mittelaltermarkt_online", SourceURL: "https://mo/",
+				srcMittelaltermarktOnline: {
+					{SourceName: srcMittelaltermarktOnline, SourceURL: "https://mo/",
 						DetailURL: "https://mo/e/1", Name: "Markt X", City: "Dresden",
 						PLZ: "01067", StartDate: start, Venue: "Stallhof"},
 				},
 			},
 		},
 	}
-	svc := NewService(repo, sc, noopLinkVerifier{}, noopMarketCreator{})
+	svc := NewService(repo, sc, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
 
 	if _, err := svc.Crawl(context.Background()); err != nil {
 		t.Fatal(err)
@@ -380,7 +498,7 @@ func TestServiceCrawlPersistsSourcesAndContributions(t *testing.T) {
 	}
 	// First contribution should be the highest-rank source
 	// (mittelaltermarkt_online = rank 1, marktkalendarium = rank 2).
-	if got.SourceContributions[0].SourceName != "mittelaltermarkt_online" {
+	if got.SourceContributions[0].SourceName != srcMittelaltermarktOnline {
 		t.Errorf("first contribution source = %q; want mittelaltermarkt_online (rank 1)",
 			got.SourceContributions[0].SourceName)
 	}
@@ -404,11 +522,11 @@ func TestServiceCrawlMultiSourceHighKonfidenz(t *testing.T) {
 		result: crawler.CrawlResult{
 			PerSource: map[string][]crawler.RawEvent{
 				"marktkalendarium":        {{SourceName: "marktkalendarium", SourceURL: "https://a/", Name: "X", City: "Y", StartDate: start}},
-				"mittelaltermarkt_online": {{SourceName: "mittelaltermarkt_online", SourceURL: "https://b/", Name: "X", City: "Y", StartDate: start}},
+				srcMittelaltermarktOnline: {{SourceName: srcMittelaltermarktOnline, SourceURL: "https://b/", Name: "X", City: "Y", StartDate: start}},
 			},
 		},
 	}
-	svc := NewService(repo, sc, noopLinkVerifier{}, noopMarketCreator{})
+	svc := NewService(repo, sc, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
 
 	summary, err := svc.Crawl(context.Background())
 	if err != nil {
@@ -424,3 +542,463 @@ func TestServiceCrawlMultiSourceHighKonfidenz(t *testing.T) {
 		t.Errorf("Konfidenz = %q; want %q (2+ sources)", repo.inserted[0].Konfidenz, KonfidenzHoch)
 	}
 }
+
+// TestRunCrawlEnrichAll_HappyPath exercises the bulk path: three pending rows,
+// each with differently-shaped contributions, get consolidated and geocoded
+// into the SetEnrichment calls. Nothing queries the LLM — this is the
+// crawl-only pass.
+func TestRunCrawlEnrichAll_HappyPath(t *testing.T) {
+	id1, id2, id3 := uuid.New(), uuid.New(), uuid.New()
+	rows := []DiscoveredMarket{
+		{
+			ID: id1, Stadt: "Dresden", Land: "Deutschland",
+			SourceContributions: []SourceContribution{
+				{SourceName: "marktkalendarium", PLZ: "01067", Venue: "Stallhof"},
+			},
+		},
+		{
+			ID: id2, Stadt: "Leipzig", Land: "Deutschland",
+			SourceContributions: []SourceContribution{
+				{SourceName: "a", Organizer: "Verein e.V."},
+				{SourceName: "b", PLZ: "04109"},
+			},
+		},
+		{ID: id3, Stadt: "", Land: "Deutschland"}, // No stadt, no contribs — skips geocode.
+	}
+
+	var writes []struct {
+		id      uuid.UUID
+		payload enrich.Enrichment
+		status  string
+	}
+	repo := &mockRepo{
+		listPendingEnrichFn: func(limit int) ([]DiscoveredMarket, error) {
+			if limit <= 0 {
+				t.Errorf("limit must be positive, got %d", limit)
+			}
+			return rows, nil
+		},
+		setEnrichmentFn: func(id uuid.UUID, payload enrich.Enrichment, status string) error {
+			writes = append(writes, struct {
+				id      uuid.UUID
+				payload enrich.Enrichment
+				status  string
+			}{id, payload, status})
+			return nil
+		},
+	}
+	gc := stubGeocoder{lat: ptrFloat(51.05), lng: ptrFloat(13.74)}
+	svc := NewService(repo, nil, noopLinkVerifier{}, noopMarketCreator{}, gc, nil, nil)
+
+	summary, err := svc.RunCrawlEnrichAll(context.Background())
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if summary.Total != 3 {
+		t.Errorf("Total = %d; want 3", summary.Total)
+	}
+	if summary.Succeeded != 3 {
+		t.Errorf("Succeeded = %d; want 3", summary.Succeeded)
+	}
+	if summary.Failed != 0 {
+		t.Errorf("Failed = %d; want 0", summary.Failed)
+	}
+	if len(writes) != 3 {
+		t.Fatalf("expected 3 SetEnrichment calls, got %d", len(writes))
+	}
+	// Row 1: PLZ consolidated, geocode returned.
+	if writes[0].payload.PLZ != "01067" || writes[0].payload.Venue != "Stallhof" {
+		t.Errorf("row1 payload: %+v", writes[0].payload)
+	}
+	if writes[0].payload.Lat == nil || *writes[0].payload.Lat != 51.05 {
+		t.Errorf("row1 lat: %v", writes[0].payload.Lat)
+	}
+	if writes[0].payload.Sources["plz"] != enrich.ProvenanceCrawl {
+		t.Errorf("row1 plz provenance: %q", writes[0].payload.Sources["plz"])
+	}
+	// Row 2: first non-empty wins across contributions.
+	if writes[1].payload.PLZ != "04109" || writes[1].payload.Organizer != "Verein e.V." {
+		t.Errorf("row2 payload: %+v", writes[1].payload)
+	}
+	// Row 3: no stadt means no geocode attempt — payload has empty sources.
+	if writes[2].payload.Lat != nil {
+		t.Errorf("row3 should have no lat (no stadt), got %v", writes[2].payload.Lat)
+	}
+	// All writes mark status=done.
+	for i, w := range writes {
+		if w.status != EnrichmentStatusDone {
+			t.Errorf("write %d: status = %q, want %q", i, w.status, EnrichmentStatusDone)
+		}
+	}
+}
+
+// TestRunCrawlEnrichAll_SetEnrichmentFailure verifies a row with a persist
+// error is counted in Failed but does not halt the pass.
+func TestRunCrawlEnrichAll_SetEnrichmentFailure(t *testing.T) {
+	idOK, idBad := uuid.New(), uuid.New()
+	rows := []DiscoveredMarket{
+		{ID: idOK, Stadt: "Dresden", SourceContributions: []SourceContribution{{PLZ: "01067"}}},
+		{ID: idBad, Stadt: "Leipzig", SourceContributions: []SourceContribution{{PLZ: "04109"}}},
+	}
+	repo := &mockRepo{
+		listPendingEnrichFn: func(int) ([]DiscoveredMarket, error) { return rows, nil },
+		setEnrichmentFn: func(id uuid.UUID, _ enrich.Enrichment, _ string) error {
+			if id == idBad {
+				return errors.New("db down")
+			}
+			return nil
+		},
+	}
+	svc := NewService(repo, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
+
+	summary, err := svc.RunCrawlEnrichAll(context.Background())
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if summary.Succeeded != 1 || summary.Failed != 1 {
+		t.Errorf("Succeeded=%d Failed=%d; want 1/1", summary.Succeeded, summary.Failed)
+	}
+	if len(summary.Errors) != 1 || summary.Errors[0].QueueID != idBad {
+		t.Errorf("expected single error pinned to idBad, got %+v", summary.Errors)
+	}
+}
+
+// stubLLMEnricher returns canned output or an error. Captures the request
+// so tests can assert the service built the LLMRequest from the right row
+// fields.
+type stubLLMEnricher struct {
+	result  enrich.Enrichment
+	err     error
+	called  int
+	lastReq enrich.LLMRequest
+}
+
+func (s *stubLLMEnricher) EnrichMissing(_ context.Context, req enrich.LLMRequest) (enrich.Enrichment, error) {
+	s.called++
+	s.lastReq = req
+	return s.result, s.err
+}
+
+// TestRunLLMEnrichOne_HappyPath: crawl-enrich base + LLM fills missing fields;
+// merged payload persists with status=done; cache gets populated with the raw
+// LLM output (not the merged result).
+func TestRunLLMEnrichOne_HappyPath(t *testing.T) {
+	rowID := uuid.New()
+	start := time.Date(2026, 5, 1, 0, 0, 0, 0, time.UTC)
+	crawlBase := enrich.Enrichment{
+		PLZ:     "01067",
+		Venue:   "Stallhof",
+		Sources: enrich.Sources{"plz": enrich.ProvenanceCrawl, "venue": enrich.ProvenanceCrawl},
+	}
+	llmResult := enrich.Enrichment{
+		Category:     catMittelaltermarkt,
+		Description:  "Ein großer Markt in der Altstadt.",
+		Sources:      enrich.Sources{"category": enrich.ProvenanceLLM, "description": enrich.ProvenanceLLM},
+		Model:        "mistral-large-latest",
+		InputTokens:  500,
+		OutputTokens: 80,
+	}
+
+	var cacheSet struct {
+		called  bool
+		key     string
+		payload enrich.Enrichment
+	}
+	var persistSet struct {
+		called  bool
+		id      uuid.UUID
+		payload enrich.Enrichment
+		status  string
+	}
+	repo := &mockRepo{
+		getDiscoveredFn: func(_ context.Context, id uuid.UUID) (DiscoveredMarket, error) {
+			return DiscoveredMarket{
+				ID:             rowID,
+				MarktName:      "Mittelaltermarkt Dresden",
+				Stadt:          "Dresden",
+				Land:           "Deutschland",
+				NameNormalized: "mittelaltermarkt dresden",
+				StartDatum:     &start,
+				Quellen:        []string{"https://example.com/1", "https://example.com/2"},
+				Enrichment:     crawlBase,
+			}, nil
+		},
+		getCacheFn: func(_ string) (enrich.Enrichment, bool, error) {
+			return enrich.Enrichment{}, false, nil // miss
+		},
+		setCacheFn: func(key string, payload enrich.Enrichment, _ time.Duration) error {
+			cacheSet.called = true
+			cacheSet.key = key
+			cacheSet.payload = payload
+			return nil
+		},
+		setEnrichmentFn: func(id uuid.UUID, payload enrich.Enrichment, status string) error {
+			persistSet.called = true
+			persistSet.id = id
+			persistSet.payload = payload
+			persistSet.status = status
+			return nil
+		},
+	}
+	llm := &stubLLMEnricher{result: llmResult}
+	svc := NewService(repo, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, llm, nil)
+
+	got, err := svc.RunLLMEnrichOne(context.Background(), rowID)
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+
+	if llm.called != 1 {
+		t.Errorf("LLM called %d times; want 1", llm.called)
+	}
+	// The enricher got the row's quellen + markt_name.
+	if llm.lastReq.MarktName != "Mittelaltermarkt Dresden" {
+		t.Errorf("LLMRequest.MarktName = %q; want Mittelaltermarkt Dresden", llm.lastReq.MarktName)
+	}
+	if len(llm.lastReq.Quellen) != 2 {
+		t.Errorf("LLMRequest.Quellen = %v; want 2", llm.lastReq.Quellen)
+	}
+	if llm.lastReq.Partial.PLZ != "01067" {
+		t.Errorf("LLMRequest.Partial.PLZ lost: %+v", llm.lastReq.Partial)
+	}
+
+	// Merged result: crawl fields + LLM fields, each with correct provenance.
+	if got.PLZ != "01067" || got.Category != catMittelaltermarkt || got.Description == "" {
+		t.Errorf("merged payload incomplete: %+v", got)
+	}
+	if got.Sources["plz"] != enrich.ProvenanceCrawl {
+		t.Errorf("plz provenance: got %q, want crawl", got.Sources["plz"])
+	}
+	if got.Sources["category"] != enrich.ProvenanceLLM {
+		t.Errorf("category provenance: got %q, want llm", got.Sources["category"])
+	}
+
+	// Cache stores the raw LLM output (not merged).
+	if !cacheSet.called {
+		t.Error("expected SetEnrichmentCache to be called")
+	}
+	if cacheSet.payload.PLZ != "" {
+		t.Error("cache should hold raw LLM payload; PLZ came from crawl and must not be cached")
+	}
+	if cacheSet.payload.Category != catMittelaltermarkt {
+		t.Errorf("cache payload missing LLM category: %+v", cacheSet.payload)
+	}
+
+	// Persist writes the merged payload with status=done.
+	if !persistSet.called || persistSet.status != EnrichmentStatusDone {
+		t.Errorf("persist: called=%v status=%q; want true/done", persistSet.called, persistSet.status)
+	}
+	if persistSet.payload.PLZ != "01067" || persistSet.payload.Category != catMittelaltermarkt {
+		t.Errorf("persisted payload not merged: %+v", persistSet.payload)
+	}
+}
+
+// TestRunLLMEnrichOne_CacheHitSkipsLLM: a cache hit means no LLM call, but
+// the merged payload still persists (so crawl-enrich updates surface).
+func TestRunLLMEnrichOne_CacheHitSkipsLLM(t *testing.T) {
+	rowID := uuid.New()
+	start := time.Date(2026, 5, 1, 0, 0, 0, 0, time.UTC)
+	cachedLLM := enrich.Enrichment{
+		Category: "weihnachtsmarkt",
+		Sources:  enrich.Sources{"category": enrich.ProvenanceLLM},
+	}
+	repo := &mockRepo{
+		getDiscoveredFn: func(context.Context, uuid.UUID) (DiscoveredMarket, error) {
+			return DiscoveredMarket{ID: rowID, Stadt: "Dresden", NameNormalized: "foo", StartDatum: &start}, nil
+		},
+		getCacheFn: func(string) (enrich.Enrichment, bool, error) {
+			return cachedLLM, true, nil
+		},
+	}
+	llm := &stubLLMEnricher{}
+	svc := NewService(repo, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, llm, nil)
+
+	got, err := svc.RunLLMEnrichOne(context.Background(), rowID)
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if llm.called != 0 {
+		t.Errorf("LLM called %d times; want 0 (cache should skip it)", llm.called)
+	}
+	if got.Category != "weihnachtsmarkt" {
+		t.Errorf("merged category: got %q, want weihnachtsmarkt", got.Category)
+	}
+}
+
+// TestRunLLMEnrichOne_LLMErrorMarksFailed: when the enricher returns an error,
+// the row gets marked EnrichmentStatusFailed and the error is surfaced.
+func TestRunLLMEnrichOne_LLMErrorMarksFailed(t *testing.T) {
+	rowID := uuid.New()
+	var persistStatus string
+	repo := &mockRepo{
+		getDiscoveredFn: func(context.Context, uuid.UUID) (DiscoveredMarket, error) {
+			return DiscoveredMarket{ID: rowID}, nil
+		},
+		setEnrichmentFn: func(_ uuid.UUID, _ enrich.Enrichment, status string) error {
+			persistStatus = status
+			return nil
+		},
+	}
+	llm := &stubLLMEnricher{err: errors.New("mistral down")}
+	svc := NewService(repo, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, llm, nil)
+
+	_, err := svc.RunLLMEnrichOne(context.Background(), rowID)
+	if err == nil {
+		t.Fatal("expected error; got nil")
+	}
+	if persistStatus != EnrichmentStatusFailed {
+		t.Errorf("persist status = %q; want %q", persistStatus, EnrichmentStatusFailed)
+	}
+}
+
+// TestRunCrawlEnrichAll_EmptyQueueNoOp: nothing pending, zero summary, no writes.
+func TestRunCrawlEnrichAll_EmptyQueueNoOp(t *testing.T) {
+	var writes int
+	repo := &mockRepo{
+		listPendingEnrichFn: func(int) ([]DiscoveredMarket, error) {
+			return []DiscoveredMarket{}, nil
+		},
+		setEnrichmentFn: func(uuid.UUID, enrich.Enrichment, string) error {
+			writes++
+			return nil
+		},
+	}
+	svc := NewService(repo, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, nil)
+
+	summary, err := svc.RunCrawlEnrichAll(context.Background())
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if summary.Total != 0 || summary.Succeeded != 0 || summary.Failed != 0 {
+		t.Errorf("empty-queue summary should be all zeros, got %+v", summary)
+	}
+	if writes != 0 {
+		t.Errorf("SetEnrichment called %d times on empty queue", writes)
+	}
+}
+
+// stubSimilarityClassifier returns canned verdicts or errors.
+type stubSimilarityClassifier struct {
+	result enrich.Verdict
+	err    error
+	calls  int
+}
+
+func (s *stubSimilarityClassifier) Classify(_ context.Context, _, _ enrich.SimilarityRow) (enrich.Verdict, error) {
+	s.calls++
+	return s.result, s.err
+}
+
+// TestClassifySimilarPair_HappyPath: cache miss → LLM → cache write → return.
+func TestClassifySimilarPair_HappyPath(t *testing.T) {
+	aID, bID := uuid.New(), uuid.New()
+	start := time.Date(2026, 5, 1, 0, 0, 0, 0, time.UTC)
+	rowA := DiscoveredMarket{ID: aID, MarktName: "Ritterfest Dresden", Stadt: "Dresden", NameNormalized: "ritterfest dresden", StartDatum: &start}
+	rowB := DiscoveredMarket{ID: bID, MarktName: "Mittelaltermarkt Dresden 2026", Stadt: "Dresden", NameNormalized: "mittelaltermarkt dresden", StartDatum: &start}
+
+	var cacheSet struct {
+		called  bool
+		verdict enrich.Verdict
+	}
+	repo := &mockRepo{
+		getDiscoveredFn: func(_ context.Context, id uuid.UUID) (DiscoveredMarket, error) {
+			if id == aID {
+				return rowA, nil
+			}
+			return rowB, nil
+		},
+		setSimCacheFn: func(_ string, v enrich.Verdict, _ time.Duration) error {
+			cacheSet.called = true
+			cacheSet.verdict = v
+			return nil
+		},
+	}
+	sim := &stubSimilarityClassifier{
+		result: enrich.Verdict{Same: false, Confidence: 0.6, Reason: "Unterschiedliche Namen."},
+	}
+	svc := NewService(repo, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, sim)
+
+	got, err := svc.ClassifySimilarPair(context.Background(), aID, bID)
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if sim.calls != 1 {
+		t.Errorf("classifier called %d times; want 1", sim.calls)
+	}
+	if got.Same || got.Confidence != 0.6 {
+		t.Errorf("verdict = %+v; want same=false, confidence=0.6", got)
+	}
+	if !cacheSet.called {
+		t.Error("expected SetSimilarityCache to be called on a cache miss")
+	}
+	if cacheSet.verdict.Confidence != 0.6 {
+		t.Errorf("cached verdict lost confidence: %+v", cacheSet.verdict)
+	}
+}
+
+// TestClassifySimilarPair_CacheHitSkipsLLM: cache hit returns directly,
+// no classifier call.
+func TestClassifySimilarPair_CacheHitSkipsLLM(t *testing.T) {
+	aID, bID := uuid.New(), uuid.New()
+	cached := enrich.Verdict{Same: true, Confidence: 0.9, Reason: "same venue"}
+
+	repo := &mockRepo{
+		getDiscoveredFn: func(context.Context, uuid.UUID) (DiscoveredMarket, error) {
+			return DiscoveredMarket{}, nil
+		},
+		getSimCacheFn: func(string) (enrich.Verdict, bool, error) {
+			return cached, true, nil
+		},
+	}
+	sim := &stubSimilarityClassifier{}
+	svc := NewService(repo, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, sim)
+
+	got, err := svc.ClassifySimilarPair(context.Background(), aID, bID)
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if sim.calls != 0 {
+		t.Errorf("classifier called %d times on cache hit; want 0", sim.calls)
+	}
+	if !got.Same || got.Confidence != 0.9 {
+		t.Errorf("cached verdict not returned: %+v", got)
+	}
+}
+
+// TestClassifySimilarPair_RejectsSelfComparison: the pair-key scheme would
+// collapse (a,a) to a single key which never tells you anything useful.
+func TestClassifySimilarPair_RejectsSelfComparison(t *testing.T) {
+	id := uuid.New()
+	svc := NewService(&mockRepo{}, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, &stubSimilarityClassifier{})
+
+	_, err := svc.ClassifySimilarPair(context.Background(), id, id)
+	if err == nil {
+		t.Error("expected error on self-comparison; got nil")
+	}
+}
+
+// TestClassifySimilarPair_LLMErrorPropagates: classifier errors surface;
+// cache is not written.
+func TestClassifySimilarPair_LLMErrorPropagates(t *testing.T) {
+	aID, bID := uuid.New(), uuid.New()
+	cacheWritten := false
+	repo := &mockRepo{
+		getDiscoveredFn: func(context.Context, uuid.UUID) (DiscoveredMarket, error) {
+			return DiscoveredMarket{}, nil
+		},
+		setSimCacheFn: func(string, enrich.Verdict, time.Duration) error {
+			cacheWritten = true
+			return nil
+		},
+	}
+	sim := &stubSimilarityClassifier{err: errors.New("mistral 500")}
+	svc := NewService(repo, nil, noopLinkVerifier{}, noopMarketCreator{}, nil, nil, sim)
+
+	_, err := svc.ClassifySimilarPair(context.Background(), aID, bID)
+	if err == nil {
+		t.Fatal("expected error; got nil")
+	}
+	if cacheWritten {
+		t.Error("cache should not be written when classifier errors")
+	}
+}
diff --git a/backend/internal/pkg/scrape/scrape.go b/backend/internal/pkg/scrape/scrape.go
new file mode 100644
index 0000000..b745ee2
--- /dev/null
+++ b/backend/internal/pkg/scrape/scrape.go
@@ -0,0 +1,150 @@
+// Package scrape fetches a web page and extracts its visible text for LLM
+// context. Not intended for structured data extraction — use goquery directly
+// when you want specific fields.
+//
+// The extraction strategy is deliberately simple: drop scripts/styles/nav/
+// footer, walk the remaining body text, collapse runs of whitespace, truncate.
+// Good enough for feeding a market-event page into a prompt; bad for
+// anything that depends on document structure.
+package scrape
+
+import (
+	"bytes"
+	"context"
+	"fmt"
+	"io"
+	"net/http"
+	"strings"
+	"time"
+
+	"github.com/PuerkitoBio/goquery"
+)
+
+// DefaultTimeout caps individual HTTP fetches.
+const DefaultTimeout = 10 * time.Second
+
+// DefaultMaxChars bounds the extracted text length. LLM prompts have a token
+// budget; cutting here keeps the prompt deterministic and prevents a single
+// huge page from dominating a multi-URL context. 4000 chars ≈ 1000 tokens
+// assuming German-ish content.
+const DefaultMaxChars = 4000
+
+// Client wraps an *http.Client + output bound. Zero-value is usable — it
+// falls back to http.DefaultClient behavior with DefaultTimeout applied via
+// the per-request context.
+type Client struct {
+	HTTP     *http.Client
+	MaxChars int
+	// UserAgent, if set, overrides the default. Leaving empty lets net/http
+	// use its default — which some servers block; callers that scrape a lot
+	// of third-party pages should set a descriptive string.
+	UserAgent string
+}
+
+// New constructs a Client with sane defaults.
+func New(userAgent string) *Client {
+	return &Client{
+		HTTP: &http.Client{
+			Timeout: DefaultTimeout,
+			CheckRedirect: func(req *http.Request, via []*http.Request) error {
+				if len(via) >= 5 {
+					return http.ErrUseLastResponse
+				}
+				return nil
+			},
+		},
+		MaxChars:  DefaultMaxChars,
+		UserAgent: userAgent,
+	}
+}
+
+// Fetch retrieves the URL and returns the visible text, truncated to MaxChars.
+// Non-2xx responses and HTML parse failures return an error — caller decides
+// whether to continue with other URLs or fail the whole operation.
+func (c *Client) Fetch(ctx context.Context, url string) (string, error) {
+	client := c.HTTP
+	if client == nil {
+		client = &http.Client{Timeout: DefaultTimeout}
+	}
+	maxChars := c.MaxChars
+	if maxChars <= 0 {
+		maxChars = DefaultMaxChars
+	}
+
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, url, nil)
+	if err != nil {
+		return "", fmt.Errorf("new request %s: %w", url, err)
+	}
+	if c.UserAgent != "" {
+		req.Header.Set("User-Agent", c.UserAgent)
+	}
+	req.Header.Set("Accept", "text/html,application/xhtml+xml;q=0.9,*/*;q=0.8")
+	req.Header.Set("Accept-Language", "de-DE,de;q=0.9,en;q=0.8")
+
+	resp, err := client.Do(req)
+	if err != nil {
+		return "", fmt.Errorf("fetch %s: %w", url, err)
+	}
+	defer func() { _ = resp.Body.Close() }()
+
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		return "", fmt.Errorf("fetch %s: status %d", url, resp.StatusCode)
+	}
+
+	// Cap the body read at a generous multiple of maxChars so a misbehaving
+	// server streaming gigabytes can't OOM us. 10x is headroom for whitespace
+	// stripping to still produce maxChars of useful text.
+	body, err := io.ReadAll(io.LimitReader(resp.Body, int64(maxChars)*10))
+	if err != nil {
+		return "", fmt.Errorf("read body %s: %w", url, err)
+	}
+
+	return extractText(body, maxChars)
+}
+
+// extractText walks a parsed HTML body, drops noise nodes, gathers visible
+// text, collapses whitespace, and truncates. Exported as a package-level
+// helper so tests can exercise the HTML→text path without a live HTTP server.
+func extractText(htmlBytes []byte, maxChars int) (string, error) {
+	doc, err := goquery.NewDocumentFromReader(bytes.NewReader(htmlBytes))
+	if err != nil {
+		return "", fmt.Errorf("parse html: %w", err)
+	}
+
+	// Remove noise before walking — script/style carry code, nav/footer/aside
+	// carry boilerplate that pollutes the LLM context.
+	doc.Find("script, style, nav, footer, aside, noscript, iframe").Remove()
+
+	text := strings.TrimSpace(doc.Find("body").Text())
+	if text == "" {
+		// Some sites don't use <body> explicitly (fragments, malformed docs);
+		// fall back to document-level text.
+		text = strings.TrimSpace(doc.Text())
+	}
+	text = collapseWhitespace(text)
+	if len(text) > maxChars {
+		text = text[:maxChars]
+	}
+	return text, nil
+}
+
+// collapseWhitespace replaces every run of whitespace with a single space.
+// Preserves word boundaries but drops the layout that HTML text extraction
+// leaves behind (tabs, long runs of newlines, non-breaking spaces).
+func collapseWhitespace(s string) string {
+	var b strings.Builder
+	b.Grow(len(s))
+	inSpace := false
+	for _, r := range s {
+		if r == ' ' || r == '\t' || r == '\n' || r == '\r' || r == ' ' {
+			if !inSpace {
+				b.WriteByte(' ')
+				inSpace = true
+			}
+			continue
+		}
+		b.WriteRune(r)
+		inSpace = false
+	}
+	return strings.TrimSpace(b.String())
+}
diff --git a/backend/internal/pkg/scrape/scrape_test.go b/backend/internal/pkg/scrape/scrape_test.go
new file mode 100644
index 0000000..da59d7e
--- /dev/null
+++ b/backend/internal/pkg/scrape/scrape_test.go
@@ -0,0 +1,77 @@
+package scrape
+
+import (
+	"strings"
+	"testing"
+)
+
+func TestExtractText_StripsNoise(t *testing.T) {
+	html := []byte(`<html>
+<head><style>.foo{color:red}</style><script>var x = 1;</script></head>
+<body>
+  <nav>HOME | ABOUT | CONTACT</nav>
+  <main>
+    <h1>Mittelaltermarkt Dresden</h1>
+    <p>Samstag und Sonntag von 10:00 bis 18:00 Uhr.</p>
+  </main>
+  <footer>Copyright 2026</footer>
+</body>
+</html>`)
+	got, err := extractText(html, 1000)
+	if err != nil {
+		t.Fatalf("extractText: %v", err)
+	}
+	// The content we care about is present.
+	if !strings.Contains(got, "Mittelaltermarkt Dresden") {
+		t.Errorf("missing h1: %q", got)
+	}
+	if !strings.Contains(got, "10:00 bis 18:00") {
+		t.Errorf("missing opening hours: %q", got)
+	}
+	// Noise is gone.
+	if strings.Contains(got, "color:red") || strings.Contains(got, "var x = 1") {
+		t.Errorf("style/script leaked: %q", got)
+	}
+	if strings.Contains(got, "Copyright") || strings.Contains(got, "HOME | ABOUT") {
+		t.Errorf("nav/footer leaked: %q", got)
+	}
+}
+
+func TestExtractText_CollapsesWhitespace(t *testing.T) {
+	html := []byte(`<html><body><p>foo    bar
+
+	baz</p></body></html>`)
+	got, err := extractText(html, 1000)
+	if err != nil {
+		t.Fatalf("extractText: %v", err)
+	}
+	if got != "foo bar baz" {
+		t.Errorf("whitespace not collapsed: %q", got)
+	}
+}
+
+func TestExtractText_Truncates(t *testing.T) {
+	// Build a long body.
+	body := strings.Repeat("a b c ", 2000) // ~12000 chars after collapse
+	html := []byte("<html><body><p>" + body + "</p></body></html>")
+	got, err := extractText(html, 100)
+	if err != nil {
+		t.Fatalf("extractText: %v", err)
+	}
+	if len(got) != 100 {
+		t.Errorf("len(got) = %d; want 100", len(got))
+	}
+}
+
+func TestExtractText_FallsBackToDocumentWhenNoBody(t *testing.T) {
+	// Document fragment without <html>/<body> tags. goquery still parses this
+	// but .Find("body") returns nothing; we fall back to doc-level text.
+	html := []byte(`<div><p>Direktes Fragment.</p></div>`)
+	got, err := extractText(html, 1000)
+	if err != nil {
+		t.Fatalf("extractText: %v", err)
+	}
+	if !strings.Contains(got, "Direktes Fragment") {
+		t.Errorf("fallback failed: %q", got)
+	}
+}
diff --git a/backend/internal/server/routes.go b/backend/internal/server/routes.go
index a8b5279..7610d0b 100644
--- a/backend/internal/server/routes.go
+++ b/backend/internal/server/routes.go
@@ -8,12 +8,14 @@ import (
 	"marktvogt.de/backend/internal/domain/auth"
 	"marktvogt.de/backend/internal/domain/discovery"
 	"marktvogt.de/backend/internal/domain/discovery/crawler"
+	"marktvogt.de/backend/internal/domain/discovery/enrich"
 	"marktvogt.de/backend/internal/domain/market"
 	"marktvogt.de/backend/internal/domain/user"
 	"marktvogt.de/backend/internal/middleware"
 	"marktvogt.de/backend/internal/pkg/ai"
 	"marktvogt.de/backend/internal/pkg/email"
 	"marktvogt.de/backend/internal/pkg/geocode"
+	"marktvogt.de/backend/internal/pkg/scrape"
 	"marktvogt.de/backend/internal/pkg/turnstile"
 )
 
@@ -74,7 +76,16 @@ func (s *Server) registerRoutes() {
 	// Discovery routes
 	discoveryRepo := discovery.NewRepository(s.db)
 	crawlerInstance := crawler.NewCrawler(s.cfg.Discovery.CrawlerUserAgent, crawler.DefaultSourceConfigs())
-	discoveryService := discovery.NewService(discoveryRepo, crawlerInstance, discovery.NewLinkChecker(), marketSvc)
+	// Per-row LLM enrichment (MR 3b). Operator-triggered only; disabled rows
+	// fall through via NoopLLMEnricher when AI isn't configured.
+	var llmEnricher enrich.LLMEnricher = enrich.NoopLLMEnricher{}
+	var simClassifier enrich.SimilarityClassifier = enrich.NoopSimilarityClassifier{}
+	if aiClient.Enabled() {
+		scraper := scrape.New(s.cfg.Discovery.CrawlerUserAgent)
+		llmEnricher = enrich.NewMistralLLMEnricher(aiClient, scraper)
+		simClassifier = enrich.NewMistralSimilarityClassifier(aiClient)
+	}
+	discoveryService := discovery.NewService(discoveryRepo, crawlerInstance, discovery.NewLinkChecker(), marketSvc, geocoder, llmEnricher, simClassifier)
 	discoveryHandler := discovery.NewHandler(discoveryService, s.cfg.Discovery.CrawlerManualRateLimitPerHour)
 	requireTickToken := middleware.RequireBearerToken(s.cfg.Discovery.Token)
 	discovery.RegisterRoutes(v1, discoveryHandler, requireAuth, requireAdmin, requireTickToken)
diff --git a/backend/migrations/000019_discovered_markets_enrichment.down.sql b/backend/migrations/000019_discovered_markets_enrichment.down.sql
new file mode 100644
index 0000000..79d8b28
--- /dev/null
+++ b/backend/migrations/000019_discovered_markets_enrichment.down.sql
@@ -0,0 +1,9 @@
+DROP INDEX IF EXISTS idx_enrichment_cache_expires_at;
+DROP TABLE IF EXISTS enrichment_cache;
+
+DROP INDEX IF EXISTS idx_discovered_markets_enrichment_pending;
+ALTER TABLE discovered_markets
+  DROP COLUMN IF EXISTS enriched_at,
+  DROP COLUMN IF EXISTS enrichment_attempts,
+  DROP COLUMN IF EXISTS enrichment_status,
+  DROP COLUMN IF EXISTS enrichment;
diff --git a/backend/migrations/000019_discovered_markets_enrichment.up.sql b/backend/migrations/000019_discovered_markets_enrichment.up.sql
new file mode 100644
index 0000000..a72a0fd
--- /dev/null
+++ b/backend/migrations/000019_discovered_markets_enrichment.up.sql
@@ -0,0 +1,28 @@
+-- Enrichment payload lives in a single jsonb column. Field set is still in
+-- flux; typed columns can land in a later migration once MR 5 (eval harness)
+-- has guided the final shape.
+ALTER TABLE discovered_markets
+  ADD COLUMN enrichment          jsonb       NOT NULL DEFAULT '{}'::jsonb,
+  ADD COLUMN enrichment_status   text        NOT NULL DEFAULT 'pending',
+  ADD COLUMN enrichment_attempts smallint    NOT NULL DEFAULT 0,
+  ADD COLUMN enriched_at         timestamptz;
+
+-- Worker claim path: only pending-queue rows still awaiting enrichment.
+-- Partial predicate keeps the index small as accepted/rejected rows pile up.
+CREATE INDEX idx_discovered_markets_enrichment_pending
+  ON discovered_markets (enrichment_status)
+  WHERE status = 'pending';
+
+-- Keyed cache for LLM responses. cache_key = sha256(name_normalized|stadt|year)
+-- so two crawl runs for the same market hit the same entry.
+CREATE TABLE enrichment_cache (
+  cache_key  text        PRIMARY KEY,
+  payload    jsonb       NOT NULL,
+  created_at timestamptz NOT NULL DEFAULT now(),
+  expires_at timestamptz
+);
+
+-- Opportunistic pruning support; workers SELECT WHERE expires_at < now().
+CREATE INDEX idx_enrichment_cache_expires_at
+  ON enrichment_cache (expires_at)
+  WHERE expires_at IS NOT NULL;
diff --git a/backend/migrations/000020_similarity_ai_cache.down.sql b/backend/migrations/000020_similarity_ai_cache.down.sql
new file mode 100644
index 0000000..13a5cb9
--- /dev/null
+++ b/backend/migrations/000020_similarity_ai_cache.down.sql
@@ -0,0 +1,2 @@
+DROP INDEX IF EXISTS idx_similarity_ai_cache_expires_at;
+DROP TABLE IF EXISTS similarity_ai_cache;
diff --git a/backend/migrations/000020_similarity_ai_cache.up.sql b/backend/migrations/000020_similarity_ai_cache.up.sql
new file mode 100644
index 0000000..51e8884
--- /dev/null
+++ b/backend/migrations/000020_similarity_ai_cache.up.sql
@@ -0,0 +1,18 @@
+-- Cache for LLM-based similarity verdicts. Pair key is a sha256 over the
+-- content tuple (normalized_name|stadt|year for both rows, sorted) — NOT
+-- over queue UUIDs, so the cache survives queue row deletion (accept/reject)
+-- while still invalidating correctly when a row's identifying fields change.
+CREATE TABLE similarity_ai_cache (
+  pair_key   text        PRIMARY KEY,
+  same       bool        NOT NULL,
+  confidence real        NOT NULL,
+  reason     text        NOT NULL DEFAULT '',
+  model      text        NOT NULL DEFAULT '',
+  created_at timestamptz NOT NULL DEFAULT now(),
+  expires_at timestamptz
+);
+
+-- Opportunistic pruning; workers or manual jobs SELECT WHERE expires_at < now().
+CREATE INDEX idx_similarity_ai_cache_expires_at
+  ON similarity_ai_cache (expires_at)
+  WHERE expires_at IS NOT NULL;
diff --git a/web/src/routes/admin/discovery/+page.server.ts b/web/src/routes/admin/discovery/+page.server.ts
index 8d792a1..0e9a0f3 100644
--- a/web/src/routes/admin/discovery/+page.server.ts
+++ b/web/src/routes/admin/discovery/+page.server.ts
@@ -19,6 +19,22 @@ type SourceContribution = {
 	organizer?: string;
 };
 
+type Enrichment = {
+	plz?: string;
+	venue?: string;
+	organizer?: string;
+	lat?: number;
+	lng?: number;
+	category?: string;
+	opening_hours?: string;
+	description?: string;
+	sources?: Record<string, 'crawl' | 'llm'>;
+	enriched_at?: string;
+	model?: string;
+	input_tokens?: number;
+	output_tokens?: number;
+};
+
 type DiscoveredMarket = {
 	id: string;
 	markt_name: string;
@@ -36,6 +52,10 @@ type DiscoveredMarket = {
 	hinweis: string;
 	matched_series_id: string | null;
 	discovered_at: string;
+	enrichment: Enrichment;
+	enrichment_status: 'pending' | 'done' | 'failed' | 'skipped';
+	enrichment_attempts: number;
+	enriched_at: string | null;
 };
 
 type BucketError = {
@@ -192,6 +212,43 @@ export const actions: Actions = {
 		}
 	},
 
+	enrichCrawl: async ({ cookies, fetch }) => {
+		try {
+			await serverFetch<unknown>(`/admin/discovery/enrichment/crawl-all`, cookies, {
+				method: 'POST',
+				fetch
+			});
+			return { enrichStarted: true };
+		} catch (err) {
+			if (err instanceof ApiClientError && err.status === 429) {
+				return fail(429, {
+					enrichError: `Ein Crawl-Enrich-Lauf läuft bereits. (${err.message})`
+				});
+			}
+			const message = err instanceof Error ? err.message : 'Crawl-Enrich fehlgeschlagen.';
+			return fail(500, { enrichError: message });
+		}
+	},
+
+	llmEnrich: async ({ request, cookies, fetch }) => {
+		const form = await request.formData();
+		const id = String(form.get('id') ?? '');
+		if (!id) return fail(400, { error: 'missing id' });
+
+		try {
+			await serverFetch<Enrichment>(`/admin/discovery/queue/${id}/enrich`, cookies, {
+				method: 'POST',
+				fetch
+			});
+			// Backend persisted the merged payload; page reload (default form
+			// behaviour) pulls the fresh row from the queue endpoint.
+			return { llmEnrichedId: id };
+		} catch (err) {
+			const message = err instanceof Error ? err.message : 'AI-Enrich fehlgeschlagen.';
+			return fail(500, { llmEnrichError: message, llmEnrichErrorId: id });
+		}
+	},
+
 	update: async ({ request, cookies, fetch }) => {
 		const form = await request.formData();
 		const id = String(form.get('id') ?? '');
diff --git a/web/src/routes/admin/discovery/+page.svelte b/web/src/routes/admin/discovery/+page.svelte
index 3acadb6..a966b96 100644
--- a/web/src/routes/admin/discovery/+page.svelte
+++ b/web/src/routes/admin/discovery/+page.svelte
@@ -13,6 +13,7 @@
 		merged: number;
 		merged_across_sites: number;
 		discovered: number;
+		auto_merged: number;
 		deduped_existing: number;
 		deduped_rejected: number;
 		deduped_queue: number;
@@ -30,10 +31,36 @@
 		error: string;
 	};
 
+	type EnrichSummary = {
+		started_at: string;
+		duration_ms: number;
+		total: number;
+		succeeded: number;
+		failed: number;
+		errors: Array<{ queue_id: string; error: string }> | null;
+	};
+
+	type EnrichStatus = {
+		running: boolean;
+		started_at: string;
+		finished_at: string;
+		summary: EnrichSummary | null;
+		error: string;
+	};
+
 	let crawling = $state(false);
 	let crawlStatus = $state<CrawlStatus | null>(null);
 	let pollInterval: ReturnType<typeof setInterval> | null = null;
 
+	let enriching = $state(false);
+	let enrichStatus = $state<EnrichStatus | null>(null);
+	let enrichPollInterval: ReturnType<typeof setInterval> | null = null;
+
+	// Per-row LLM enrichment — set of row IDs currently waiting on the backend.
+	// Used to disable the AI button + show a spinner label while the sync
+	// request is in flight (typical duration 10-30s).
+	let llmEnrichingIds = $state(new Set<string>());
+
 	// Coalesce nullable list fields (Go encodes nil slices as null).
 	const queue = $derived(data.queue ?? []);
 	const recentErrors = $derived(data.stats.recent_errors ?? []);
@@ -73,6 +100,7 @@
 		similarOpenId = id;
 		similarLoading = true;
 		similarEntries = [];
+		similarVerdicts = {};
 		try {
 			const res = await fetch(`/admin/discovery/queue/${id}/similar`);
 			if (!res.ok) {
@@ -88,6 +116,53 @@
 		}
 	}
 
+	// Per-pair AI similarity verdict. Keyed on the candidate's queue id since
+	// the "anchor" row (similarOpenId) is already known from context.
+	type SimilarityVerdict = {
+		same: boolean;
+		confidence: number;
+		reason: string;
+		model?: string;
+		classified_at?: string;
+	};
+	let similarVerdicts = $state<Record<string, SimilarityVerdict>>({});
+	let similarClassifying = $state(new Set<string>());
+
+	async function classifySimilar(anchorId: string, candidateId: string) {
+		if (similarClassifying.has(candidateId)) return;
+		const next = new Set(similarClassifying);
+		next.add(candidateId);
+		similarClassifying = next;
+		try {
+			const res = await fetch(
+				`/admin/discovery/queue/${anchorId}/similar/${candidateId}/classify`,
+				{ method: 'POST' }
+			);
+			if (!res.ok) {
+				similarVerdicts = {
+					...similarVerdicts,
+					[candidateId]: { same: false, confidence: 0, reason: `HTTP ${res.status}` }
+				};
+				return;
+			}
+			const body = await res.json();
+			similarVerdicts = { ...similarVerdicts, [candidateId]: body.data };
+		} catch (err) {
+			similarVerdicts = {
+				...similarVerdicts,
+				[candidateId]: {
+					same: false,
+					confidence: 0,
+					reason: err instanceof Error ? err.message : 'Fehler'
+				}
+			};
+		} finally {
+			const afterNext = new Set(similarClassifying);
+			afterNext.delete(candidateId);
+			similarClassifying = afterNext;
+		}
+	}
+
 	// Pagination helpers.
 	const totalPages = $derived(Math.ceil((data.total ?? 0) / data.limit));
 
@@ -227,25 +302,69 @@
 		}, 3000);
 	}
 
-	// On mount: fetch current status so a page refresh picks up any in-progress
-	// or recently completed crawl.
+	async function fetchEnrichStatus(): Promise<EnrichStatus | null> {
+		try {
+			const res = await fetch('/admin/discovery/enrichment/crawl-all-status');
+			if (!res.ok) return null;
+			return (await res.json()) as EnrichStatus;
+		} catch {
+			return null;
+		}
+	}
+
+	function stopEnrichPolling() {
+		if (enrichPollInterval !== null) {
+			clearInterval(enrichPollInterval);
+			enrichPollInterval = null;
+		}
+	}
+
+	function startEnrichPolling() {
+		if (enrichPollInterval !== null) return; // already polling
+		enrichPollInterval = setInterval(async () => {
+			const status = await fetchEnrichStatus();
+			if (status === null) return;
+			enrichStatus = status;
+			if (!status.running) {
+				stopEnrichPolling();
+				enriching = false;
+			}
+		}, 3000);
+	}
+
+	// On mount: fetch both statuses so a page refresh picks up any in-progress
+	// or recently completed crawl / enrichment run.
 	onMount(async () => {
-		const status = await fetchCrawlStatus();
-		if (status === null) return;
-		crawlStatus = status;
-		if (status.running) {
-			crawling = true;
-			startPolling();
+		const [cs, es] = await Promise.all([fetchCrawlStatus(), fetchEnrichStatus()]);
+		if (cs !== null) {
+			crawlStatus = cs;
+			if (cs.running) {
+				crawling = true;
+				startPolling();
+			}
+		}
+		if (es !== null) {
+			enrichStatus = es;
+			if (es.running) {
+				enriching = true;
+				startEnrichPolling();
+			}
 		}
 	});
 
-	// When the crawl action returns crawlStarted, begin polling.
+	// When an action returns a *Started flag, begin the corresponding poller.
 	$effect(() => {
 		if (form?.crawlStarted) {
 			crawling = true;
 			startPolling();
 		}
 	});
+	$effect(() => {
+		if (form?.enrichStarted) {
+			enriching = true;
+			startEnrichPolling();
+		}
+	});
 
 	// Elapsed time display while running.
 	const elapsedLabel = $derived.by(() => {
@@ -260,6 +379,18 @@
 	const displayError = $derived(
 		crawlStatus && !crawlStatus.running && crawlStatus.error ? crawlStatus.error : null
 	);
+
+	// Enrichment-side display derived values — same shape as crawl for UI reuse.
+	const enrichElapsedLabel = $derived.by(() => {
+		if (!enrichStatus?.running || !enrichStatus.started_at) return '';
+		const ms = Date.now() - new Date(enrichStatus.started_at).getTime();
+		const s = Math.round(ms / 1000);
+		return s < 60 ? `${s}s` : `${Math.floor(s / 60)}m ${s % 60}s`;
+	});
+	const enrichDisplaySummary = $derived(enrichStatus?.summary ?? null);
+	const enrichDisplayError = $derived(
+		enrichStatus && !enrichStatus.running && enrichStatus.error ? enrichStatus.error : null
+	);
 </script>
 
 <svelte:head>
@@ -326,7 +457,7 @@
 		</details>
 	{/if}
 
-	<div class="mt-6 flex items-center gap-3">
+	<div class="mt-6 flex flex-wrap items-center gap-3">
 		<form
 			method="POST"
 			action="?/crawl"
@@ -349,6 +480,29 @@
 				{/if}
 			</button>
 		</form>
+		<form
+			method="POST"
+			action="?/enrichCrawl"
+			use:enhance={() => {
+				enriching = true;
+				return async ({ update }) => {
+					await update({ reset: false });
+				};
+			}}
+		>
+			<button
+				type="submit"
+				disabled={enriching}
+				class="rounded bg-teal-600 px-3 py-1.5 text-sm text-white hover:bg-teal-700 disabled:cursor-not-allowed disabled:opacity-60"
+				title="Konsolidiert Quellendaten + Geocoding für alle pending-Einträge. Kein LLM."
+			>
+				{#if enriching}
+					Enriching…{enrichElapsedLabel ? ` (${enrichElapsedLabel})` : ''}
+				{:else}
+					Run crawl-enrich
+				{/if}
+			</button>
+		</form>
 	</div>
 
 	{#if form?.crawlError}
@@ -382,7 +536,7 @@
 			</div>
 
 			<div class="mt-3 grid grid-cols-3 gap-2 sm:grid-cols-5">
-				{#each [['Entdeckt', s.discovered], ['Merged', s.merged], ['Merged cross-site', s.merged_across_sites], ['Dedup existing', s.deduped_existing], ['Dedup rejected', s.deduped_rejected], ['Dedup queue', s.deduped_queue], ['Link check fail', s.link_check_failed], ['Validation fail', s.validation_failed], ['Date conflicts', s.date_conflicts]] as [label, value]}
+				{#each [['Entdeckt', s.discovered], ['Merged', s.merged], ['Merged cross-site', s.merged_across_sites], ['Auto-merged', s.auto_merged], ['Dedup existing', s.deduped_existing], ['Dedup rejected', s.deduped_rejected], ['Dedup queue', s.deduped_queue], ['Link check fail', s.link_check_failed], ['Validation fail', s.validation_failed], ['Date conflicts', s.date_conflicts]] as [label, value]}
 					<div
 						class="rounded border border-stone-200 bg-white px-2 py-1.5 dark:border-stone-700 dark:bg-stone-800"
 					>
@@ -444,6 +598,81 @@
 		</div>
 	{/if}
 
+	{#if form?.enrichError}
+		<div
+			class="mt-4 rounded border border-red-300 bg-red-50 px-3 py-2 text-sm text-red-700 dark:border-red-700 dark:bg-red-950 dark:text-red-300"
+		>
+			{form.enrichError}
+		</div>
+	{/if}
+
+	{#if enrichDisplayError}
+		<div
+			class="mt-4 rounded border border-red-300 bg-red-50 px-3 py-2 text-sm text-red-700 dark:border-red-700 dark:bg-red-950 dark:text-red-300"
+		>
+			Crawl-enrich fehlgeschlagen: {enrichDisplayError}
+		</div>
+	{/if}
+
+	{#if enrichDisplaySummary}
+		{@const es = enrichDisplaySummary}
+		<div
+			class="mt-4 rounded-lg border border-stone-200 bg-stone-50 p-4 text-sm dark:border-stone-700 dark:bg-stone-900"
+		>
+			<div class="flex items-baseline justify-between">
+				<h2 class="font-semibold">Crawl-Enrich-Ergebnis</h2>
+				<span class="font-mono text-xs text-stone-500"
+					>{(es.duration_ms / 1000).toFixed(1)} s · {es.started_at
+						.slice(0, 16)
+						.replace('T', ' ')}</span
+				>
+			</div>
+			<div class="mt-3 grid grid-cols-3 gap-2">
+				<div
+					class="rounded border border-stone-200 bg-white px-2 py-1.5 dark:border-stone-700 dark:bg-stone-800"
+				>
+					<div class="text-[10px] text-stone-500 dark:text-stone-400">Total</div>
+					<div class="font-mono text-sm font-medium">{es.total}</div>
+				</div>
+				<div
+					class="rounded border border-stone-200 bg-white px-2 py-1.5 dark:border-stone-700 dark:bg-stone-800"
+				>
+					<div class="text-[10px] text-stone-500 dark:text-stone-400">Succeeded</div>
+					<div class="font-mono text-sm font-medium text-emerald-700 dark:text-emerald-300">
+						{es.succeeded}
+					</div>
+				</div>
+				<div
+					class="rounded border border-stone-200 bg-white px-2 py-1.5 dark:border-stone-700 dark:bg-stone-800"
+				>
+					<div class="text-[10px] text-stone-500 dark:text-stone-400">Failed</div>
+					<div
+						class="font-mono text-sm font-medium {es.failed > 0
+							? 'text-red-700 dark:text-red-300'
+							: ''}"
+					>
+						{es.failed}
+					</div>
+				</div>
+			</div>
+			{#if es.errors && es.errors.length > 0}
+				<details class="mt-3 text-xs">
+					<summary class="cursor-pointer text-red-700 dark:text-red-300"
+						>{es.errors.length} Fehler beim Persistieren</summary
+					>
+					<ul class="mt-2 space-y-1 font-mono">
+						{#each es.errors as e}
+							<li class="break-all">
+								<span class="text-stone-500">{e.queue_id.slice(0, 8)}</span>
+								<span class="ml-2 text-red-700 dark:text-red-300">{e.error}</span>
+							</li>
+						{/each}
+					</ul>
+				</details>
+			{/if}
+		</div>
+	{/if}
+
 	<h2 class="mt-8 text-lg font-semibold">Queue</h2>
 	<p class="mt-1 text-sm text-stone-500">
 		{#if (data.total ?? 0) > 0}
@@ -640,6 +869,30 @@
 								>
 									Similar
 								</button>
+								<form
+									method="POST"
+									action="?/llmEnrich"
+									use:enhance={() => {
+										llmEnrichingIds = new Set(llmEnrichingIds).add(row.id);
+										return async ({ update }) => {
+											await update({ reset: false });
+											const next = new Set(llmEnrichingIds);
+											next.delete(row.id);
+											llmEnrichingIds = next;
+										};
+									}}
+									class="inline"
+								>
+									<input type="hidden" name="id" value={row.id} />
+									<button
+										type="submit"
+										disabled={llmEnrichingIds.has(row.id)}
+										class="ml-1 rounded bg-purple-100 px-2 py-1 text-xs text-purple-700 hover:bg-purple-200 disabled:cursor-not-allowed disabled:opacity-60 dark:bg-purple-900/50 dark:text-purple-300 dark:hover:bg-purple-900"
+										title="Per-row LLM enrichment (scrapes Quellen, fills category/opening hours/description)"
+									>
+										{llmEnrichingIds.has(row.id) ? 'AI…' : 'AI'}
+									</button>
+								</form>
 								{#if (row.sources?.length ?? 0) >= 2}
 									<button
 										type="button"
@@ -678,7 +931,8 @@
 													<th class="pr-4 pb-1 font-medium">Markt</th>
 													<th class="pr-4 pb-1 font-medium">Stadt</th>
 													<th class="pr-4 pb-1 font-medium">Datum</th>
-													<th class="pb-1 font-medium">Konfidenz</th>
+													<th class="pr-4 pb-1 font-medium">Konfidenz</th>
+													<th class="pb-1 font-medium">AI-Verdict</th>
 												</tr>
 											</thead>
 											<tbody>
@@ -692,7 +946,7 @@
 														<td class="py-1 pr-4 whitespace-nowrap"
 															>{fmtDate(m.entry.start_datum)}</td
 														>
-														<td class="py-1">
+														<td class="py-1 pr-4">
 															<span
 																class="inline-block rounded px-1.5 py-0.5 {konfidenzClass(
 																	m.entry.konfidenz
@@ -701,6 +955,30 @@
 																{m.entry.konfidenz || '—'}
 															</span>
 														</td>
+														<td class="py-1">
+															{#if similarVerdicts[m.entry.id]}
+																{@const v = similarVerdicts[m.entry.id]}
+																<span
+																	class="inline-block rounded px-1.5 py-0.5 text-[10px] {v.same
+																		? 'bg-emerald-100 text-emerald-700 dark:bg-emerald-900/50 dark:text-emerald-300'
+																		: 'bg-stone-200 text-stone-700 dark:bg-stone-700 dark:text-stone-200'}"
+																	title={v.reason}
+																>
+																	{v.same ? '✓ same' : '✗ diff'}
+																	{(v.confidence * 100).toFixed(0)}%
+																</span>
+															{:else}
+																<button
+																	type="button"
+																	disabled={similarClassifying.has(m.entry.id)}
+																	onclick={() => classifySimilar(row.id, m.entry.id)}
+																	class="rounded bg-purple-100 px-1.5 py-0.5 text-[10px] text-purple-700 hover:bg-purple-200 disabled:cursor-not-allowed disabled:opacity-60 dark:bg-purple-900/50 dark:text-purple-300 dark:hover:bg-purple-900"
+																	title="LLM-Tiebreak: sind das derselbe Markt?"
+																>
+																	{similarClassifying.has(m.entry.id) ? 'AI…' : 'AI?'}
+																</button>
+															{/if}
+														</td>
 													</tr>
 												{/each}
 											</tbody>
@@ -765,6 +1043,96 @@
 												</div>
 												<p class="mt-2 text-xs text-stone-600 dark:text-stone-300">{row.hinweis}</p>
 											{/if}
+
+											{#if row.enrichment_status && row.enrichment_status !== 'pending'}
+												<div
+													class="mt-4 text-xs font-medium tracking-wider text-stone-500 uppercase dark:text-stone-400"
+												>
+													Enrichment
+													<span
+														class="ml-1 inline-block rounded px-1.5 py-0.5 text-[10px] {row.enrichment_status ===
+														'done'
+															? 'bg-emerald-100 text-emerald-700 dark:bg-emerald-900/50 dark:text-emerald-300'
+															: row.enrichment_status === 'failed'
+																? 'bg-red-100 text-red-700 dark:bg-red-900/50 dark:text-red-300'
+																: 'bg-stone-100 text-stone-600 dark:bg-stone-800 dark:text-stone-300'}"
+													>
+														{row.enrichment_status}
+													</span>
+												</div>
+												<dl class="mt-2 grid grid-cols-[auto_1fr] gap-x-3 gap-y-1 text-xs">
+													{#if row.enrichment.plz}
+														<dt class="text-stone-500">PLZ</dt>
+														<dd>
+															{row.enrichment.plz}
+															<span class="ml-1 text-[10px] text-stone-400"
+																>({row.enrichment.sources?.plz ?? '—'})</span
+															>
+														</dd>
+													{/if}
+													{#if row.enrichment.venue}
+														<dt class="text-stone-500">Venue</dt>
+														<dd>
+															{row.enrichment.venue}
+															<span class="ml-1 text-[10px] text-stone-400"
+																>({row.enrichment.sources?.venue ?? '—'})</span
+															>
+														</dd>
+													{/if}
+													{#if row.enrichment.organizer}
+														<dt class="text-stone-500">Organizer</dt>
+														<dd>
+															{row.enrichment.organizer}
+															<span class="ml-1 text-[10px] text-stone-400"
+																>({row.enrichment.sources?.organizer ?? '—'})</span
+															>
+														</dd>
+													{/if}
+													{#if row.enrichment.lat != null && row.enrichment.lng != null}
+														<dt class="text-stone-500">Lat/Lng</dt>
+														<dd class="font-mono">
+															{row.enrichment.lat.toFixed(4)}, {row.enrichment.lng.toFixed(4)}
+															<span class="ml-1 text-[10px] text-stone-400"
+																>({row.enrichment.sources?.lat ?? '—'})</span
+															>
+														</dd>
+													{/if}
+													{#if row.enrichment.category}
+														<dt class="text-stone-500">Category</dt>
+														<dd>
+															{row.enrichment.category}
+															<span class="ml-1 text-[10px] text-stone-400"
+																>({row.enrichment.sources?.category ?? '—'})</span
+															>
+														</dd>
+													{/if}
+													{#if row.enrichment.opening_hours}
+														<dt class="text-stone-500">Öffnungszeiten</dt>
+														<dd>
+															{row.enrichment.opening_hours}
+															<span class="ml-1 text-[10px] text-stone-400"
+																>({row.enrichment.sources?.opening_hours ?? '—'})</span
+															>
+														</dd>
+													{/if}
+													{#if row.enrichment.description}
+														<dt class="text-stone-500">Beschreibung</dt>
+														<dd class="text-stone-600 dark:text-stone-300">
+															{row.enrichment.description}
+															<span class="ml-1 text-[10px] text-stone-400"
+																>({row.enrichment.sources?.description ?? '—'})</span
+															>
+														</dd>
+													{/if}
+												</dl>
+												{#if form?.llmEnrichErrorId === row.id && form?.llmEnrichError}
+													<p
+														class="mt-2 rounded border border-red-300 bg-red-50 px-2 py-1 text-xs text-red-700 dark:border-red-700 dark:bg-red-950 dark:text-red-300"
+													>
+														{form.llmEnrichError}
+													</p>
+												{/if}
+											{/if}
 										</div>
 
 										<!-- Right: editable form -->