Real ChatGPT answer · index seedNaTJQ4HKShgcompleteRetail and ecommerce · online marketplacescommercial

Are digital codes for college textbooks cheaper than buying used physical books online this semester?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are digital codes for college textbooks cheaper than buying used physical books online this semester?
2 real searches · 1 real-search pass
2026 college textbook digital access code versus used physical textbook prices semesterGoogle ↗
OBSERVED
Fall 2026 college textbook access code prices compared used textbooks online cost savingsGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 college textbook digital access code versus used physical textbook prices semester Google ↗
Fall 2026 college textbook access code prices compared used textbooks online cost savings Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 college textbook digital access code versus used physical textbook prices semester
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fall 2026 college textbook access code prices compared used textbooks online cost savings
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1