Can you compare the pros and cons of buying from Carvana versus traditional brick and mortar used car dealerships for recent college grads?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the pros and cons of buying from Carvana versus traditional brick and mortar used car dealerships for recent college grads?
3 real searches · 1 real-search pass
Carvana 7 day return policy limited warranty financing delivery official 2026Google ↗
OBSERVEDOther / navigational
FTC buying a used car Buyers Guide independent mechanic inspection dealer warranty officialGoogle ↗
OBSERVEDOther / navigational
CFPB auto loans compare financing dealer preapproval total cost monthly paymentGoogle ↗
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
Carvana 7 day return policy limited warranty financing delivery official 2026 Google ↗
FTC buying a used car Buyers Guide independent mechanic inspection dealer warranty official Google ↗
CFPB auto loans compare financing dealer preapproval total cost monthly payment Google ↗
- Learn About Carvana 7-day Money Back Guarantee Limits · carvana.com
- Learn About Carvana 7-day Money Back Guarantee Refund · carvana.com
- What are the different ways to buy or finance a car or vehicle? · consumerfinance.gov
- Can I negotiate a car loan interest rate with the dealer? · consumerfinance.gov
- Buying a Used Car From a Dealer · consumer.ftc.gov
- How do I compare auto loan offers? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Carvana 7 day return policy limited warranty financing delivery official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC buying a used car Buyers Guide independent mechanic inspection dealer warranty official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB auto loans compare financing dealer preapproval total cost monthly payment OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |