Are online car retailers like Carvana actually cheaper than traditional local car lots once you factor in all their mandatory delivery fees and nonrefundable charges?
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 local car lots once you factor in all their mandatory delivery fees and nonrefundable charges?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Carvana delivery fee shipping fee documentation fee nonrefundable 7-day return policy 2026 official terms Google ↗
Virginia car dealer documentation fee law 2026 dealer processing fee out the door price comparison online car retailer Google ↗
- Learn About Carvana 7-day Money Back Guarantee Refund · carvana.com
- Carvana Review: Financing, Buying, Selling · nerdwallet.com
- Price Transparency Automobile Industry · ftc.gov
- The FTC Cracked Down on 'Hidden' Car Dealer Fees. They're Still Happening Anyway. · wsj.com
- Consumers · mvdb.virginia.gov
- § 46.2-1530. Buyer's order · law.lis.virginia.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Carvana delivery fee shipping fee documentation fee nonrefundable 7-day return policy 2026 official terms OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Virginia car dealer documentation fee law 2026 dealer processing fee out the door price comparison online car retailer OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |