What are the most effective ways for a retiree to avoid hidden dealer fees and negotiate a fair price on a brand new SUV?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most effective ways for a retiree to avoid hidden dealer fees and negotiate a fair price on a brand new SUV?
3 real searches · 1 real-search pass
FTC car buying dealer add-ons out the door price dealer fees consumer advice 2026Google ↗
OBSERVEDShort fact
FTC car buying dealer add-ons out-the-door price negotiate vehicle purchase consumer adviceGoogle ↗
OBSERVEDComparison
Florida motor vehicle dealer documentation fee disclosure dealer add-ons consumer protection 2026Google ↗
OBSERVEDReason
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
FTC car buying dealer add-ons out the door price dealer fees consumer advice 2026 Google ↗
FTC car buying dealer add-ons out-the-door price negotiate vehicle purchase consumer advice Google ↗
Florida motor vehicle dealer documentation fee disclosure dealer add-ons consumer protection 2026 Google ↗
- Kelley Blue Book · kbb.com
- Edmunds · edmunds.com
- TrueCar · truecar.com
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- Automobile Industry Pricing Transparency: FAQs · search.ftc.gov
- How to Get a Great Deal on Your Next New Car · consumerreports.org
- How to Protect Yourself: Buying a Car · myfloridalegal.com
- ReportFraud.ftc.gov · reportfraud.ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC car buying dealer add-ons out the door price dealer fees consumer advice 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
FTC car buying dealer add-ons out-the-door price negotiate vehicle purchase consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Florida motor vehicle dealer documentation fee disclosure dealer add-ons consumer protection 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |