What specific lines on a dealer invoice or purchase agreement reveal hidden add on packages that I can legally refuse to pay for?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific lines on a dealer invoice or purchase agreement reveal hidden add on packages that I can legally refuse to pay for?
3 real searches · 1 real-search pass
Ohio Attorney General car dealer add-on products optional fees purchase agreement vehicle dealer consumer protectionGoogle ↗
OBSERVEDOther / navigational
FTC car buying add-ons optional products dealer fees express consent auto add-onsGoogle ↗
OBSERVEDComparison
Ohio law motor vehicle dealer optional add-on products purchase agreement cancellation service contract GAPGoogle ↗
OBSERVEDComparison
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
Ohio Attorney General car dealer add-on products optional fees purchase agreement vehicle dealer consumer protection Google ↗
FTC car buying add-ons optional products dealer fees express consent auto add-ons Google ↗
Ohio law motor vehicle dealer optional add-on products purchase agreement cancellation service contract GAP Google ↗
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- Financing or Leasing a Car · consumer.ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
- Rule 109:4-3-16 - Ohio Administrative Code · codes.ohio.gov
- Section 4517.26 - Ohio Revised Code · codes.state.oh.us
- Am I required to purchase an extended warranty, Guaranteed Asset Protection (GAP) insurance, or credit insurance from a lender or dealer to get an auto loan? · consumerfinance.gov
- National Automobile Assoc v. Federal Trade Commission, No. 24-60013 (5th Cir. 2025) :: Justia · law.justia.com
- reginfo.gov · reginfo.gov
- Ohio Attorney General · ohioattorneygeneral.gov
- Federal Trade Commission · reportfraud.ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ohio Attorney General car dealer add-on products optional fees purchase agreement vehicle dealer consumer protection OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC car buying add-ons optional products dealer fees express consent auto add-ons OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Ohio law motor vehicle dealer optional add-on products purchase agreement cancellation service contract GAP OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |