Real ChatGPT answer · index seedHQdbhoHuURIcompleteEducation · college degreesinformational

What is the cost-benefit breakdown of renting versus purchasing organic chemistry textbooks for a full academic year at a major research university?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the cost-benefit breakdown of renting versus purchasing organic chemistry textbooks for a full academic year at a major research university?
2 real searches · 1 real-search pass
organic chemistry textbook 9th edition price rental buy used new 2026 universityGoogle ↗
OBSERVEDComparison
organic chemistry textbook rental prices organic chemistry 2025 2026 McMurry KleinGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
organic chemistry textbook 9th edition price rental buy used new 2026 university Google ↗
organic chemistry textbook rental prices organic chemistry 2025 2026 McMurry Klein Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
organic chemistry textbook 9th edition price rental buy used new 2026 university
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
organic chemistry textbook rental prices organic chemistry 2025 2026 McMurry Klein
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1