Why are parents and educational groups currently challenging so many modern young adult books in our public school libraries?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are parents and educational groups currently challenging so many modern young adult books in our public school libraries?
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
2025 2026 public school library book challenges reasons ALA censorship report 2025 intellectual freedom Google ↗
PEN America book bans 2024-2025 school year report reasons titles challenges parental groups Google ↗
- Censorship by the Numbers: Banned Books Data · ala.org
- American Library Association kicks off National Library Week with the Top 10 Most Challenged Books of 2024 and the State of America’s Libraries Report · ala.org
- State of America's Libraries: A Snapshot of 2025 · ala.org
- The Normalization of Book Banning · pen.org
- Latest PEN America Report Finds “Disturbing Normalization” of Book Bans in Public Schools · pen.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 public school library book challenges reasons ALA censorship report 2025 intellectual freedom OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
PEN America book bans 2024-2025 school year report reasons titles challenges parental groups OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |