where can i learn more about romance book subgenres like dark romance or cozy fantasy without getting overwhelmed by choices
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
where can i learn more about romance book subgenres like dark romance or cozy fantasy without getting overwhelmed by choices
3 real searches · 1 real-search pass
beginner friendly guides to romance book subgenres dark romance romantasy cozy fantasy definitions reading guides Book RiotGoogle ↗
OBSERVEDDefinition
cozy fantasy genre guide recommendations definition bookseller publisherGoogle ↗
OBSERVEDDefinition
dark romance genre guide tropes content warnings reader guideGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
beginner friendly guides to romance book subgenres dark romance romantasy cozy fantasy definitions reading guides Book Riot OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
cozy fantasy genre guide recommendations definition bookseller publisher OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
dark romance genre guide tropes content warnings reader guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |