Fragrantica.com Scraper With Dupe & Similarity Scoring

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from $4.99 / 1,000 results

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0.0

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Scraper Engine

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Monthly active users

4 days ago

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0.1 — 2026-07-15 (Dupe & Similarity Scoring variant)

Superset of the base Fragrantica.com Scraper — every base input, output field and behaviour is preserved — plus:

🧬 1-hop neighbour enrichment: each perfume's "people who like this also like" / "reminds me of" recommendations are freshly fetched and their real main-accords + note pyramid extracted (overwrites the bare recommendation cards).
🏆 Dupe / similarity scoring: deterministic notes-Jaccard + accord-cosine overlap → overlapScore (0–1) and dupeScore (0–100), ranked similarityGraph and topDupe per perfume. No AI.
🧾 Optional similar-perfume child rows (type=similarPerfume, isChild, parentId). maxItems counts parents only; billing (row_result) charges parents only.
🔑 Dynamic Algolia key harvest: the live secured search key (toAbby) and app-id are harvested from the site at runtime — the previously hardcoded key expired 2026-05-25, so search now keeps working across monthly key rotations.
New inputs: resolveSimilar, similarSource, maxSimilarPerItem, includeSimilarChildren. New views: Dupes & Similarity, Similar Perfume Rows.
🛠️ Fetch engine swapped impit → curl_cffi (impersonate="chrome"): the base's impit engine is now Cloudflare-403-blocked on Fragrantica (both http2 and http3); curl_cffi passes the JA3/HTTP2 fingerprint check. Static HTTP + Algolia layers only; the Playwright browser layer is unchanged.

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