Which online platforms provide the most accurate crowd-sourced dealer pricing data for negotiating a new vehicle purchase in the Pacific Northwest?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which online platforms provide the most accurate crowd-sourced dealer pricing data for negotiating a new vehicle purchase in the Pacific Northwest?
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). 2 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
best platforms crowd sourced new car dealer pricing data TrueCar Edmunds KBB CarEdge 2026 dealer invoice transaction prices Google ↗
Pacific Northwest new car buying dealer pricing forums crowdsourced pricing data Washington Oregon Idaho Google ↗
- Edmunds True Market Value (TMV) · edmunds.com
- Edmunds TMV · edmunds.com
- TrueCar · truecar.com
- FAQ - Frequently Asked Questions · truecar.com
- TrueCar - Compare KBB vs TrueCar Values · kbb.com
- CarEdge Dealer Transparency Index · caredge.com
- State of Dealer Fees 2026 — Analysis of 87,000+ OTD Quotes · dt.caredge.com
- Kelley Blue Book · kbb.com
- CarGurus · cargurus.com
- r/askcarsales · reddit.com
- r/whatcarshouldIbuy · reddit.com
- Reddit · reddit.com
- PNW Subaru community · pnwsubarus.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best platforms crowd sourced new car dealer pricing data TrueCar Edmunds KBB CarEdge 2026 dealer invoice transaction prices OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Pacific Northwest new car buying dealer pricing forums crowdsourced pricing data Washington Oregon Idaho OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |