Add GOOGLE_BOOKS_API_KEY for authenticated Books API lookups.

Fix platform presence false positives for Kindle-only titles.

Add verified platform listing links with URL validation and always-push rule.

Simplify Amazon Kindle import: breadcrumbs genre, RPI details, ASIN in ISBN field.

Score book URL imports against applicable fields so Kindle listings can reach 100%.

Fix B0 Kindle ASIN imports by using alternate Amazon product URLs when /dp/ is captcha-blocked.

Fix book URL import to extract full ISBN metadata and survive repeat fetches.

Fix AbeBooks individual listing pages: extract title/author from itemprop meta tags (skip org-name and bracketed candidates), accept seller listing descriptions, strip trailing title duplication

Cap author bios at 500 chars; use Wikipedia exsentences=4; block AbeBooks boilerplate OG descriptions

Reject boilerplate descriptions in sanitizer; prefer Wikipedia over OL name-search for author bios (fixes wrong-person disambiguation)

Parse title and author from AbeBooks listing pages, reject boilerplate description.

Add Wikipedia author-bio fallback for reliable About the Author.

Add ThriftBooks parser with Book Overview, author-page bio, and iTunes fallback.

Reject JSON-LD leaks, invalid years, and foreign-language genres in book scraper.

Fill B&N description and genre via iTunes when page scrape is blocked.

Fix B&N slug parsing and ISBN fallbacks when HTML or catalog APIs fail.

Ship B&N scraper refinements, platform backtest results, and project docs.

Fix Barnes and Noble book import for Shopify storefront pages.

Harden book URL import across top platforms and swap Bookshop for WorldCat in UI.

Improve multi-platform book URL import with ranked catalog matching.

Fix: Make Amazon author URL extraction more resilient to capture follow-the-author-card links

Fix: Add Amazon data-testid pattern for modern Author Central biography extraction

Fix: Add Amazon Author profile link extraction and secondary fetch to get biography if missing from book page

Fix: Amazon description and bio extraction by stripping scripts and parsing JSON blobs

Fix: bypass Redis cache on preview (force_refresh) so improved Amazon scraper runs fresh

Fix Amazon: title/author/description/bio now fetched from page DOM instead of misleading OG meta tags

feat: universal genre fallback via OL Search + Google Books

fix: cover+genre now actually persist in DB

feat: full cover+genre extraction from all platforms - platform HTML parsers + DB fields

fix: 3 bugs — stalled false positive, unknown platform crash, genre/processing UI

feat: scraper v3 - API-first, never-blocked architecture

feat: deep book metadata extraction - author bio, genre, ratings, pages

feat: book URL import - 10 platforms, 3-step UI, scraper service