Why are so many school districts banning certain books lately and how can I find out what is restricted in my state?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are so many school districts banning certain books lately and how can I find out what is restricted in my state?
3 real searches · 1 real-search pass
United States school book bans 2025 2026 trends PEN America book bans report 2025 school districts reasonsGoogle ↗
OBSERVEDReason
Pennsylvania school book bans restrictions school districts 2025 2026 official policy library challengesGoogle ↗
OBSERVEDReason
Pennsylvania Department of Education school library book challenge policy local school boards book restrictionsGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 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
United States school book bans 2025 2026 trends PEN America book bans report 2025 school districts reasons Google ↗
Pennsylvania school book bans restrictions school districts 2025 2026 official policy library challenges Google ↗
Pennsylvania Department of Education school library book challenge policy local school boards book restrictions Google ↗
- Defending the Right to Learn and the Freedom to Read · elc-pa.org
- Pine-Richland nixes controversial library book policy · post-gazette.com
- Pine-Richland School District passes second read of controversial book policy · post-gazette.com
- Senate Bill 1103 Information; 2025-2026 Regular Session - The Official Website of the Pennsylvania General Assembly · palegis.us
- Explore the book-ban tracker · pen.org
- Visit the ALA book-ban resources · ala.org
- Pennsylvania Department of Education · education.pa.gov
- Nearly 12,000 School Book Bans Nationwide in 2025-2026—Biggest Number in a Single Year · pen.org
- PEN America: Nearly 12,000 school book bans in a year, a record high · apnews.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
United States school book bans 2025 2026 trends PEN America book bans report 2025 school districts reasons OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Pennsylvania school book bans restrictions school districts 2025 2026 official policy library challenges OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Pennsylvania Department of Education school library book challenge policy local school boards book restrictions OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |