Real ChatGPT answer · index seed6KyQWZCQw2McompleteAutomotivecommercial
Are dealership add on packages like fabric protection and pin stripping negotiable or are they truly non negotiable fees I have to pay today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are dealership add on packages like fabric protection and pin stripping negotiable or are they truly non negotiable fees I have to pay today?
2 real searches · 1 real-search pass
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
Michigan Attorney General car dealership add-on products optional fees dealer add-ons consumer protection Google ↗
FTC dealer add-ons optional products car buying dealer installed accessories negotiation fees Google ↗
3 cited sources
- Understanding Car Add-ons - Consumer Tips · www.ftc.gov
- Before Buying a Used Car · www.michigan.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Michigan Attorney General car dealership add-on products optional fees dealer add-ons consumer protection OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC dealer add-ons optional products car buying dealer installed accessories negotiation fees OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |