How have recent legislative changes regarding restricted and banned books affected library acquisition budgets in mid-sized school districts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How have recent legislative changes regarding restricted and banned books affected library acquisition budgets in mid-sized school districts?
3 real searches · 1 real-search pass
2025 2026 state book ban legislation school library budgets acquisition spending districts compliance costs mid-sized school districtsGoogle ↗
OBSERVEDConsequence
school district library book acquisition budgets book bans legal compliance costs survey 2024 2025 RAND ALAGoogle ↗
OBSERVEDReason
PEN America book bans legislation school libraries costs review reconsideration legal counsel staffing budgetGoogle ↗
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
2025 2026 state book ban legislation school library budgets acquisition spending districts compliance costs mid-sized school districts Google ↗
school district library book acquisition budgets book bans legal compliance costs survey 2024 2025 RAND ALA Google ↗
PEN America book bans legislation school libraries costs review reconsideration legal counsel staffing budget Google ↗
- Senate Bill 13 Requirements Related to School Library Materials · tea.texas.gov
- capitol.texas.gov · capitol.texas.gov
- School Library Programs: Standards and Guidelines for Texas · tsl.texas.gov
- The Evolving Vendor–School Library Ecosystem · publishersweekly.com
- The Normalization of Book Banning · pen.org
- This bill establishes uniform standards and procedures for the acquisition, use, and reconsideration of library materials in Colorado public school libraries. · casb.org
- Statistics About California School Libraries · cde.ca.gov
- A Spotlight on School Book Bans · pen.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 state book ban legislation school library budgets acquisition spending districts compliance costs mid-sized school districts OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
school district library book acquisition budgets book bans legal compliance costs survey 2024 2025 RAND ALA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
PEN America book bans legislation school libraries costs review reconsideration legal counsel staffing budget OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |