What are the current trending romance subgenres on BookTok this week and which Penguin Random House authors are leading those charts?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current trending romance subgenres on BookTok this week and which Penguin Random House authors are leading those charts?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
BookTok trending romance subgenres this week November 2026 romantasy dark romance sports romance contemporary romance charts Google ↗
site:penguinrandomhouse.com BookTok romance trending authors 2026 romantasy romance Google ↗
- Trending Books | Penguin Publishing Group · sites.prh.com
- Sarah Adams · penguinrandomhouse.com
- Popular Books Right Now: BookTok Rankings · booktokai.com
- BookTok Momentum Report — Week of 2026-10-31 · booktokai.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
BookTok trending romance subgenres this week November 2026 romantasy dark romance sports romance contemporary romance charts OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:penguinrandomhouse.com BookTok romance trending authors 2026 romantasy romance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |