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AI Book Discoverability Index · genre

Cosy crime

10,194 citations · 845 distinct domains · Reddit cited 78× here · live index, updated continuously (26 Jul 2026)

The 10 sources AI cites most for cosy crime

'Books' = how many distinct audited titles the source was cited for — every ranked domain must span at least two, so one book can never skew the list. Click a domain to see a real cited URL.

1goodreads.com75464 bks
2panmacmillan.com53264 bks
3en.wikipedia.org46161 bks
4youtube.com41262 bks
5penguinrandomhouse.com41064 bks
6fivebooks.com39564 bks
7crimereads.com33962 bks
8deadgoodbooks.co.uk33663 bks
9crimefictionlover.com23350 bks
10theguardian.com20659 bks
Want the full 845-domain list for cosy crime— plus your own book’s AI visibility score?Free check →£29.99 report

Know how to pitch but not where to start? The Get Listed Playbook (£99) turns these sources into worked plays — route, cost, exact link and contact for each.

🔑 Niche kingmakers (outliers)

Domains that punch above their weight inside this genre but barely register globally — the hidden gatekeepers AI trusts here specifically.

crimefictionlover.com233× hereacross 50 books#1 in genre · #53 global
cozy-mystery.com179× hereacross 49 books#2 in genre · #115 global
mybookishworld.weebly.com143× hereacross 51 books#3 in genre · #136 global
lovereading.co.uk116× hereacross 33 books#4 in genre · #151 global
readings.com.au100× hereacross 34 books#5 in genre · #192 global
bookfrolic.com96× hereacross 40 books#6 in genre · #223 global

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Free to republish with attribution — this live card shows cosy crime's top sources and updates as the index grows.

Where AI gets its cosy crime book recommendations

Cosy crime — top sources card

Embed snippet (includes the required attribution link):

<a href="https://visibility.publishing.co.uk/book-index/cosy-crime">
  <img src="https://visibility.publishing.co.uk/book-index/embed/genre-cosy-crime"
       alt="Where AI gets its cosy crime book recommendations" width="600" />
</a>
<p>Source: <a href="https://visibility.publishing.co.uk/book-index/cosy-crime">
publishing.co.uk AI Book Discoverability Index</a></p>

Other genres: Psychological thriller · Crime thriller · Romance · Romantasy · Epic fantasy · Science fiction · Historical fiction · Young adult · full index →

Built from live citations across the four citation-transparent engines (ChatGPT, Claude, Gemini, Perplexity). A domain must be cited for at least two different audited books to rank; domains sourced ≥70% from one title are excluded. Book-level scores and the full domain list are part of the £29.99 report. Full detail: methodology.