What dealer add ons can I legally refuse to pay for even if the salesman says they are already installed on the vehicle?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What dealer add ons can I legally refuse to pay for even if the salesman says they are already installed on the vehicle?
3 real searches · 1 real-search pass
New York State car dealer add-on fees optional accessories installed vehicle advertised price law dealer documentation fees consumer protectionGoogle ↗
OBSERVEDComparison
New York Attorney General car buying dealer add-ons optional products installed accessories price disclosure New YorkGoogle ↗
OBSERVEDConsequence
FTC auto dealer add-ons optional products installed vehicle consumer adviceGoogle ↗
OBSERVEDOther / navigational
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
New York State car dealer add-on fees optional accessories installed vehicle advertised price law dealer documentation fees consumer protection Google ↗
New York Attorney General car buying dealer add-ons optional products installed accessories price disclosure New York Google ↗
FTC auto dealer add-ons optional products installed vehicle consumer advice Google ↗
- Automobile Industry Pricing Transparency: FAQs · search.ftc.gov
- Automobile Industry Pricing Transparency: FAQs · ftc.gov
- Used Car Consumer Bill of Rights · nyc.gov
- Car Dealer Complaint · NYC311 · portal.311.nyc.gov
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- Prepared Remarks of Christopher Mufarrige for the Meeting of the National Automobile Dealers Association · search.ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
New York State car dealer add-on fees optional accessories installed vehicle advertised price law dealer documentation fees consumer protection OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
New York Attorney General car buying dealer add-ons optional products installed accessories price disclosure New York OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FTC auto dealer add-ons optional products installed vehicle consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |