AI Book Discoverability Index · genre

Personal finance

6,586 citations · 615 distinct domains · Reddit cited 22× here · live index, updated continuously (11 Jun 2026)

The 10 sources AI cites most for personal finance

'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.

1youtube.comYouTube / BookTube43947 bks

2wecu.comBlog / niche39154 bks

3goodreads.comGoodreads19749 bks

4moneywithkatie.comBlog / niche19444 bks

5cnbc.comBlog / niche19340 bks

6bookweb.orgBlog / niche17240 bks

7thepennyhoarder.comBlog / niche17051 bks

8medium.comBlog / podcast15139 bks

9theconsumers.guideBlog / niche14649 bks

10fivebooks.comBest-of / curation14540 bks

Want the full 615-domain list for personal finance— plus your own book’s AI visibility score?Free check →£29.99 report

🔑 Niche kingmakers (outliers)

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

wecu.comBlog / niche391× hereacross 54 books#1 in genre · #27 global

moneywithkatie.comBlog / niche194× hereacross 44 books#2 in genre · #64 global

cnbc.comBlog / niche193× hereacross 40 books#3 in genre · #63 global

bookweb.orgBlog / niche172× hereacross 40 books#4 in genre · #72 global

thepennyhoarder.comBlog / niche170× hereacross 51 books#5 in genre · #74 global

microbank.comBlog / niche135× hereacross 53 books#6 in genre · #101 global

Other genres: Psychological thriller · Crime thriller · Cosy crime · Romance · Romantasy · Epic fantasy · Science fiction · Historical fiction · 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.