What are these mandatory dealer add-on packages like ceramic coating and nitrogen tires, and can I legally refuse them on a new Subaru?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are these mandatory dealer add-on packages like ceramic coating and nitrogen tires, and can I legally refuse them on a new Subaru?
3 real searches · 1 real-search pass
Kentucky motor vehicle dealer mandatory add-on fees optional products consumer protection law advertised price dealer installed accessoriesGoogle ↗
OBSERVEDComparison
FTC dealer add-on products optional consent vehicle purchase deceptive fees 2026Google ↗
OBSERVEDConsequence
Kentucky Attorney General car dealer add-on fees refuse optional products vehicle purchaseGoogle ↗
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
Kentucky motor vehicle dealer mandatory add-on fees optional products consumer protection law advertised price dealer installed accessories Google ↗
FTC dealer add-on products optional consent vehicle purchase deceptive fees 2026 Google ↗
Kentucky Attorney General car dealer add-on fees refuse optional products vehicle purchase Google ↗
- Kentucky Revised Statutes § 190.071 (2025) - Prohibited practices on part of new motor vehicle dealer :: 2025 Kentucky Revised Statutes :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- Automobile Industry Pricing Transparency: FAQs · search.ftc.gov
- Kentucky state government · kentucky.gov
- FTC · reportfraud.ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Kentucky motor vehicle dealer mandatory add-on fees optional products consumer protection law advertised price dealer installed accessories OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC dealer add-on products optional consent vehicle purchase deceptive fees 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Kentucky Attorney General car dealer add-on fees refuse optional products vehicle purchase OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |