Real ChatGPT answer · index seed8Iyk1Dyk8YQcompleteEducation · K-12 schoolscomparison

Our school board is voting on new textbooks. How do Pearson curriculum adoption costs compare to McGraw-Hill for a tight district budget?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Our school board is voting on new textbooks. How do Pearson curriculum adoption costs compare to McGraw-Hill for a tight district budget?
3 real searches · 1 real-search pass
Pearson K-12 curriculum textbook pricing district adoption cost per student 2025 2026Google ↗
OBSERVEDComparison
McGraw Hill K-12 curriculum textbook pricing district adoption cost per student 2025 2026Google ↗
OBSERVEDComparison
school district textbook adoption bid Pearson McGraw Hill pricing contract curriculumGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
Pearson K-12 curriculum textbook pricing district adoption cost per student 2025 2026 Google ↗
McGraw Hill K-12 curriculum textbook pricing district adoption cost per student 2025 2026 Google ↗
school district textbook adoption bid Pearson McGraw Hill pricing contract curriculum Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pearson K-12 curriculum textbook pricing district adoption cost per student 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
McGraw Hill K-12 curriculum textbook pricing district adoption cost per student 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
school district textbook adoption bid Pearson McGraw Hill pricing contract curriculum
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1