Where can I find unbiased reviews on whether textbook rental services actually save students money over the course of a four year degree?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find unbiased reviews on whether textbook rental services actually save students money over the course of a four year degree?
3 real searches · 1 real-search pass
independent studies textbook rental versus buying college textbooks total cost four year degree student savingsGoogle ↗
OBSERVEDComparison
unbiased reviews college textbook rental services consumer reviews comparison rental buy used ebooksGoogle ↗
OBSERVEDComparison
college textbook affordability report rental costs four year degree GAO PIRG textbook pricesGoogle ↗
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). 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
independent studies textbook rental versus buying college textbooks total cost four year degree student savings Google ↗
unbiased reviews college textbook rental services consumer reviews comparison rental buy used ebooks Google ↗
college textbook affordability report rental costs four year degree GAO PIRG textbook prices Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
independent studies textbook rental versus buying college textbooks total cost four year degree student savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
unbiased reviews college textbook rental services consumer reviews comparison rental buy used ebooks OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
college textbook affordability report rental costs four year degree GAO PIRG textbook prices OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |