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A ranked shelf built from Goodreads ratings and review volume, not one person's taste, plus chapter summaries and your own shelves. Free on web, iPhone and Mac.
PH · launched Sep 11, 2026 · 1 upvote (top 69%) · 0 views
Niche: product and content discovery platforms · 144 launches, 8 in the last 7 days ▼ -58% · Explore this niche →
Category and tags
- Media & entertainment
- Search & retrieval
- B2C
- AI feature
- Commercial product
- Books
Visit website ↗ Source listing ↗
More like this: all 144 launches in product and content discovery platforms →
Could you build this?
Yes It combines a curated or scraped Goodreads dataset with LLM-generated chapter summaries inside a static or standard web interface.
Competitors
Other products that read as similar to this one : 270 launches clear the similarity bar, closest 8 shown.
Attention rank: #214 of 271 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 310 days after the earliest competitor.
- Distill: Book Summaries · ph · 2026-11-01 · 1 upvotes · similarity 0.53
- Decem · ph · 2026-11-08 · 1 upvotes · similarity 0.52
- Extension to See Rating from Google Book, Amazon,StoryGraph on Goodread · hn · 2026-03-21 · 5 upvotes · similarity 0.51
- Sort By Cravings · ph · 2026-09-24 · 1 upvotes · similarity 0.49
- Booksly · ph · 2026-09-11 · 2 upvotes · similarity 0.47
- bookracy · github · 2026-10-26 · 68 upvotes · similarity 0.47
- Off Your Shelf · ph · 2026-11-04 · 2 upvotes · similarity 0.46
- I scraped 3B Goodreads reviews to train a better recommendation model · hn · 2025-11-05 · 606 upvotes · similarity 0.46
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.