Where do people find out about the newest booktok trends before they actually hit the mainstream bestseller lists?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where do people find out about the newest booktok trends before they actually hit the mainstream bestseller lists?
1 real search · 1 real-search pass
where BookTok readers discover emerging books before bestseller lists TikTok creators NetGalley Goodreads StoryGraph 2026Google ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
where BookTok readers discover emerging books before bestseller lists TikTok creators NetGalley Goodreads StoryGraph 2026 Google ↗
- 2026 NetGalley.com Community Update · insights.netgalley.com
- r/RomanceBooks · reddit.com
- r/Fantasy · reddit.com
- r/suggestmeabook · reddit.com
- #BookTok community helps sell more than 50 million books across Europe as TikTok expands Bestseller List - Newsroom · newsroom.tiktok.com
- #BookTok reveals first ever European Bestseller of the Year as the community helps drive reading, discovery and book sales across Europe - Newsroom · newsroom.tiktok.com
- How to Read the Early Signals Before a Book Explodes on BookTok · booktoktimes.com