What are the most common dealer add-on scams targeting small business owners buying a new car off the lot this month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most common dealer add-on scams targeting small business owners buying a new car off the lot this month?
2 real searches · 1 real-search pass
October 2026 car dealership add-on fees yo-yo financing payment packing FTC dealer add-ons small business vehicle purchase consumer protectionGoogle ↗
OBSERVEDOther / navigational
FTC auto dealer add-on products deceptive practices mandatory add-ons financing GAP insurance nitrogen VIN etching guidanceGoogle ↗
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 (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
October 2026 car dealership add-on fees yo-yo financing payment packing FTC dealer add-ons small business vehicle purchase consumer protection Google ↗
FTC auto dealer add-on products deceptive practices mandatory add-ons financing GAP insurance nitrogen VIN etching guidance Google ↗
- FTC Warns 97 Auto Dealership Groups About Deceptive Pricing · ftc.gov
- Automobiles · ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- Financing or Leasing a Car · consumer.ftc.gov
- reginfo.gov · reginfo.gov
- Automobile Industry Pricing Transparency: FAQs · ftc.gov
- FTC ReportFraud · reportfraud.ftc.gov
- CFPB complaints · consumerfinance.gov
- Georgia Attorney General – Consumer Protection · consumer.georgia.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
October 2026 car dealership add-on fees yo-yo financing payment packing FTC dealer add-ons small business vehicle purchase consumer protection OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC auto dealer add-on products deceptive practices mandatory add-ons financing GAP insurance nitrogen VIN etching guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |