How much money do public schools typically waste on mandatory standardized testing preparation instead of buying updated textbooks for students
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do public schools typically waste on mandatory standardized testing preparation instead of buying updated textbooks for students
2 real searches · 1 real-search pass
United States public school standardized testing costs annual spending test preparation materials teacher time study textbook spendingGoogle ↗
OBSERVEDReason
standardized testing costs schools United States annual estimate state assessments cost per student textbook spending public schoolsGoogle ↗
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 (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
United States public school standardized testing costs annual spending test preparation materials teacher time study textbook spending Google ↗
standardized testing costs schools United States annual estimate state assessments cost per student textbook spending public schools Google ↗
- brookings.edu · brookings.edu
- Stanford Center for Opportunity Policy in Education · edpolicy.stanford.edu
- files.eric.ed.gov · files.eric.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
United States public school standardized testing costs annual spending test preparation materials teacher time study textbook spending OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
standardized testing costs schools United States annual estimate state assessments cost per student textbook spending public schools OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |