Are online car retailers like Carvana actually cheaper than traditional used car lots once all the delivery fees are added?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are online car retailers like Carvana actually cheaper than traditional used car lots once all the delivery fees are added?
3 real searches · 1 real-search pass
Carvana delivery fee documentation fee current 2026 official vehicle delivery fees; Carvana 7 day return policy feesGoogle ↗
OBSERVEDReason
Massachusetts used car dealer documentation fee regulations sales tax title registration fees 2026Google ↗
OBSERVEDInstruction
Carvana vs traditional used car dealership total price fees comparison consumer adviceGoogle ↗
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 delivery fee documentation fee current 2026 official vehicle delivery fees; Carvana 7 day return policy fees Google ↗
Massachusetts used car dealer documentation fee regulations sales tax title registration fees 2026 Google ↗
Carvana vs traditional used car dealership total price fees comparison consumer advice Google ↗
- Apply for a registration and title for a vehicle purchased from a dealer · mass.gov
- Sales and Use Tax · mass.gov
- Massachusetts Dealer Fees 2026: Avg Doc Fee $555 · caredge.com
- Learn About Delivery Fees | Carvana · carvana.com
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Where to Buy Used Cars That Best Fit Your Needs and Budget · consumerreports.org
- Where’s the Best Place to Buy Used Cars? · nerdwallet.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Carvana delivery fee documentation fee current 2026 official vehicle delivery fees; Carvana 7 day return policy fees OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Massachusetts used car dealer documentation fee regulations sales tax title registration fees 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Carvana vs traditional used car dealership total price fees comparison consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |