What legal protections do small business owners have against predatory dealer add-ons and forced finance packages when buying commercial trucks?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What legal protections do small business owners have against predatory dealer add-ons and forced finance packages when buying commercial trucks?
3 real searches · 1 real-search pass
U.S. commercial truck dealer add-on forced financing legal protections FTC Act state UDAP business purpose TILA exemption official sourcesGoogle ↗
OBSERVEDReason
FTC CARS Rule status 2025 2026 court vacated dealer add-ons official FTCGoogle ↗
OBSERVEDOther / navigational
CFPB business purpose auto loan commercial vehicle financing TILA ECOA protections small business officialGoogle ↗
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
U.S. commercial truck dealer add-on forced financing legal protections FTC Act state UDAP business purpose TILA exemption official sources Google ↗
FTC CARS Rule status 2025 2026 court vacated dealer add-ons official FTC Google ↗
CFPB business purpose auto loan commercial vehicle financing TILA ECOA protections small business official Google ↗
- Automobile Industry Pricing Transparency: FAQs · search.ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- 15 U.S. Code § 1603 - Exempted transactions | U.S. Code | US Law · law.cornell.edu
- 12 CFR § 1026.3 - Exempt transactions. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
- 12 CFR Part 1002 - Equal Credit Opportunity Act (Regulation B) · consumerfinance.gov
- Credit discrimination is illegal · consumerfinance.gov
- Alabama Code § 8-19-3 (2025) - Definitions. :: 2025 Code of Alabama :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- THE DATABASE OF STATE LAWS IMPACTING HEALTHCARE COST AND QUALITY · d288exxlbtx24f.cloudfront.net
- reginfo.gov · reginfo.gov
- Revision of the Negative Option Rule, Withdrawal of the CARS Rule, Removal of the Non-Compete Rule To Conform These Rules to Federal Court Decisions · thefederalregister.org
- ReportFraud.ftc.gov · reportfraud.ftc.gov
- Submit a financial complaint · consumerfinance.gov
- Alabama Attorney General · alabamaag.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. commercial truck dealer add-on forced financing legal protections FTC Act state UDAP business purpose TILA exemption official sources OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC CARS Rule status 2025 2026 court vacated dealer add-ons official FTC OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB business purpose auto loan commercial vehicle financing TILA ECOA protections small business official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |