Real ChatGPT answer · index seedrOC8er0rEX4completeAutomotive · selling or trading in a carcommercial
Are online valuation sites like Kelley Blue Book accurate for instant cash offers or should I just drive straight to a local dealership right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are online valuation sites like Kelley Blue Book accurate for instant cash offers or should I just drive straight to a local dealership right now?
3 real searches · 1 real-search pass
Kelley Blue Book Instant Cash Offer how it works dealer inspection offer validity 2026Google ↗
OBSERVEDInstruction
CarMax online appraisal offer validity 7 days vehicle inspection 2026Google ↗
OBSERVEDOther / navigational
Carvana online offer vehicle inspection final offer 2026Google ↗
OBSERVEDOther / navigational
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). 3 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
Kelley Blue Book Instant Cash Offer how it works dealer inspection offer validity 2026 Google ↗
CarMax online appraisal offer validity 7 days vehicle inspection 2026 Google ↗
Carvana online offer vehicle inspection final offer 2026 Google ↗
- KBB Instant Cash Offer · kbb.com
- CarMax appraisal · carmax.com
- Carvana appraisal · carvana.com
- Kelley Blue Book | FAQ page · kbb.com
- Is the online offer a real offer or an estimate? · carmax.com
- What do I do after I get an online offer from CarMax? · carmax.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Kelley Blue Book Instant Cash Offer how it works dealer inspection offer validity 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
CarMax online appraisal offer validity 7 days vehicle inspection 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Carvana online offer vehicle inspection final offer 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |