Real ChatGPT answer · index seedkYiIq9xrVXgcompleteAutomotive · selling or trading in a carcommercial
What do consumer reports say about using Kelley Blue Book versus Edmunds for estimating our trade in value today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do consumer reports say about using Kelley Blue Book versus Edmunds for estimating our trade in value today?
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
Consumer Reports Kelley Blue Book vs Edmunds trade-in value estimate comparison accuracy 2026 Google ↗
Kelley Blue Book trade-in value Edmunds appraisal how estimates calculated trade-in offer differences 2026 Google ↗
- How to Get the Most Money for Your Trade-In · consumerreports.org
- Car Value Estimator | Trade In & Market Value · consumerreports.org
- Instant Used Car Value And Trade In Value · help.edmunds.com
- Kelley Blue Book | KBB · help.edmunds.com
- What Is My Car Worth? · nerdwallet.com
- Kelley Blue Book – What's My Car Worth? · kbb.com
- CarMax – Get an Actual Offer · carmax.com
- Carvana – Get an Actual Offer · carvana.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Consumer Reports Kelley Blue Book vs Edmunds trade-in value estimate comparison accuracy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Kelley Blue Book trade-in value Edmunds appraisal how estimates calculated trade-in offer differences 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |