What common themes unite the books most frequently challenged or banned in high school English curricula across the country?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What common themes unite the books most frequently challenged or banned in high school English curricula across the country?
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). 2 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
most frequently challenged banned books high school English curricula common themes ALA PEN America 2024 2025 curriculum Google ↗
PEN America banned books list themes race LGBTQ sexuality violence high school classics curriculum challenges Google ↗
- Cover to Cover · pen.org
- Banned in the USA: Beyond the Shelves · pen.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
most frequently challenged banned books high school English curricula common themes ALA PEN America 2024 2025 curriculum OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
PEN America banned books list themes race LGBTQ sexuality violence high school classics curriculum challenges OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |