Clear book identity
Work and edition details are kept separate so a cover, ISBN, format, publication date, and purchase link refer to the same edition whenever possible.
The book decision platform
Know what a book feels like before you commit.
Hear about a book anywhere. Check it on Riley Locke. See your fit. See what friends you trust thought. Decide what to read next. Riley Locke keeps personal fit, structured book knowledge, trusted social proof, and wider community knowledge distinct so readers can understand why a book may or may not be right for them.
The reader promise
Useful before persuasive.
Original reader guidance
Summaries, fit explanations, content guidance, trope judgments, and where-to-start notes are written for the decision on the page rather than copied from publisher descriptions.
A score with reasons
Guided Discover can show a personal Reader Match percentage, but the number is inspectable: Riley Locke shows the preferences that matched, the tradeoffs, the unknowns, and data coverage. It is not a crowd rating or a prediction of how many stars you will give the book.
Visible uncertainty
Incomplete, disputed, or edition-ambiguous records are labeled and may be kept out of search results until the missing work is complete.
Where facts begin
Two external metadata sources.
Google Books is the primary bibliographic lookup for ISBN-bearing books, graphic novels, manga, and collected editions. Open Library provides an independent work-and-edition cross-check and a cover fallback. Riley Locke normalizes those records, keeps field-level provenance, and resolves conflicts instead of treating either source as automatically correct.
Candidate lists and editorial drafts are working material, not authority for ISBNs, publication facts, edition identity, or creator credits. Riley Locke verifies the record before publication.
What Riley Locke adds
A maintained editorial layer.
Riley Locke creates canonical records, original explanations, series and volume order, reader-focused classifications, content guidance, and explainable relationships between books. Every public claim is expected to carry enough context for a reader to understand what the label means.
The same source-independent structure is being built so Riley Locke can eventually offer carefully licensed first-party data to other businesses without simply republishing raw third-party API responses.
Four useful questions
Different signals stay different.
Reader Match
Is this book right for me? Personal fit and tradeoffs stay inspectable and separate from popularity.
Locke Graph
What is this book actually like? Structured book knowledge explains the reading experience.
Reading Circles
What do people I trust think? Small private circles add trusted social context without changing Reader Match or canonical facts.
Community
What does the wider reader community know? Reader contributions enrich pages through provenance and review.
Reading Circles are private and invite-only by default. Readers choose whether a circle can see their activity and can override visibility for individual books. Riley Locke does not auto-invite contacts or turn private activity into public social proof.
Editorial independence
A book cannot buy its place.
Authors, publishers, advertisers, sponsors, and platforms cannot purchase a recommendation, Reader Match score, Riley Locke Take, ranking, trope judgment, summary, or content-guidance decision. Riley Locke may sell clearly labeled advertising and sponsorship inventory, but paid placement remains structurally separate from independent editorial and discovery results.
Riley Locke may use clearly disclosed Bookshop.org and Amazon affiliate links on book pages. A purchase may earn Riley Locke a commission, but retailer availability and affiliate economics cannot buy inclusion in the catalog or improve an editorial verdict, recommendation reason, Reader Match percentage, Series Intelligence judgment, or organic position. Author and publisher campaigns remain separately labeled advertising inventory.
Public accountability