Goodreads Scraper
Scrape Goodreads books, ISBNs, reviews, and lists
Votes
4
Comments
1
What this means
-50%Category cooling: Books.
Launches down 50% week-over-week.
24Founder Conviction Index: 24 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
56 launchesSerial maker — this is their 56th launch.
Best prior: Craiyon AI Image Creator (11 votes).
Prediction
Top-5 finish probability
9%
today
Projected end-of-day votes
4range 3–5
Trajectory
stable
Not enough snapshots yet to detect trajectory.
About
Goodreads Scraper exports public book data from searches, ISBNs, shelves, lists, authors, and series pages. It helps researchers, publishers, readers, and developers collect ratings, reviews, genres, metadata, and book details into an Apify dataset.
Vote & comment velocity
Scores
Velocity0.0
Vote pace vs avg
Momentum0.0
Sustained over 6h
Virality0.0
Spread × engagement
Engagement50.0
Comments per vote