are digital access codes making textbook rental versus purchase decisions obsolete for modern college business majors
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
are digital access codes making textbook rental versus purchase decisions obsolete for modern college business majors
3 real searches · 1 real-search pass
college textbook inclusive access digital access codes rental purchase business students 2025 2026 textbook affordability access codes resaleGoogle ↗
OBSERVEDOther / navigational
publisher digital access code used textbook rental access code one-time use validity officialGoogle ↗
OBSERVEDOther / navigational
college textbook rental versus purchase digital access codes inclusive access student costs researchGoogle ↗
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)
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
college textbook inclusive access digital access codes rental purchase business students 2025 2026 textbook affordability access codes resale Google ↗
publisher digital access code used textbook rental access code one-time use validity official Google ↗
college textbook rental versus purchase digital access codes inclusive access student costs research Google ↗
- ERIC - EJ1426875 - The Cost of Doing Homework: Online Homework Systems with Access Codes from a Social Justice Perspective, International Journal of Technology in Education and Science, 2024 · eric.ed.gov
- What is an Evolve access code and where can I find it? · service.elsevier.com
- Connect Access Code and Purchase FAQ · mheducation.com
- Understanding eTextbook and Physical Textbook Rental Periods · onlinebookstoresupport.vitalsource.com
- Balancing Affordability and Access · sr.ithaka.org
- Colleges, Students Prefer Inclusive Access Models for Books · insidehighered.com
- Full article: Automatic textbook billing cost savings: Does the reality match the hype? · tandfonline.com
- College Textbook Affordability: Landscape, Evidence, and Policy Directions · mhec.org
- Keeping Up With... Automatic Textbook Billing · ala.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
college textbook inclusive access digital access codes rental purchase business students 2025 2026 textbook affordability access codes resale OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
publisher digital access code used textbook rental access code one-time use validity official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
college textbook rental versus purchase digital access codes inclusive access student costs research OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |