Scan book reviews for tropes and dealbreakers with private local semantic search. No API key required.
Users
17
+6 in 30 days
Rating
5.0 / 5
unchanged in 30 days
Ratings
1
0 in 30 days
Store rank
#164K
#137K among extensions
Version
0.39.13
updated 16 Sep 2026
Users
monthly, 3 months
Latest, 21 Oct 2026:17 usersMove the mouse over the chart for any month
Ratings count
monthly, 3 months
Latest, 21 Oct 2026:1 ratingsMove the mouse over the chart for any month
The Chrome Web Store rounds user counts down to the leading digit, so the user line moves in steps. The ratings count is exact and is the better signal of real adoption.
About BookGlints – Book Review & Trope Scanner
BookGlints is a trope and dealbreaker scanner for book reviews.
Tell it anything you want to find or avoid before starting a book — slow pacing, strong friendships, romance taking over the plot, an overpowered or overly perfect protagonist, excessive violence, an unfinished series, dungeon crawling, or almost anything else reviewers might mention.
BookGlints scans real reviews on Goodreads, StoryGraph, and Royal Road using semantic matching rather than relying on exact keywords. Every result includes an excerpt from the actual review, so you can read the context and decide for yourself.
No API key is required. BookGlints includes a built-in local semantic scanner that runs directly in your browser. Native scanning is private, free to use, and optimized for English-language reviews.
Features include:
Scan the book currently open in your browser
Find tropes, themes, dealbreakers, character traits, pacing issues, and more
Search for another title without leaving the extension
Batch scan multiple books
Royal Road Read Later import
Local scan history
Three scan depths: Quick, Extremes, and All Stars
Optional Auto-Scan for recurring themes and patterns
Optional External AI mode for Gemini, Groq, OpenRouter, and OpenAI
Want stronger multilingual support or prefer cloud AI?
External AI is available as an optional advanced feature. Bring your own API key from Gemini, Groq, OpenRouter, or OpenAI.
BookGlints requires no account and no subscription for its core scanning features.
With Native scanning, review text is processed locally in your browser. If you deliberately switch to External AI, relevant review text is sent directly from your browser to the provider you choose and does not pass through a BookGlints server.
Growth
Window
Users
Change
Ratings
Rating
7 days
+3
+21.4%
0
0.00
30 days
+6
+54.5%
0
0.00
Chrome Web Store search rankings
Where BookGlints – Book Review & Trope Scanner appears when people search the store, with the 30 day change