What should I look for in dealer add on packages for commercial trucks to ensure I am not paying for useless protection plans near Atlanta?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should I look for in dealer add on packages for commercial trucks to ensure I am not paying for useless protection plans near Atlanta?
3 real searches · 1 real-search pass
Georgia Attorney General auto dealer add-on products optional fees dealer add-ons vehicle purchase GeorgiaGoogle ↗
OBSERVEDComparison
FTC auto dealer add-ons optional products warranty GAP insurance dealer add-ons guidanceGoogle ↗
OBSERVEDComparison
commercial vehicle extended warranty commercial use exclusions diesel emissions warranty coverage questionsGoogle ↗
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
Georgia Attorney General auto dealer add-on products optional fees dealer add-ons vehicle purchase Georgia Google ↗
FTC auto dealer add-ons optional products warranty GAP insurance dealer add-ons guidance Google ↗
commercial vehicle extended warranty commercial use exclusions diesel emissions warranty coverage questions Google ↗
- Can I decline add-on products and services when purchasing a new vehicle? | Consumer Ed, brought to you by the Georgia Attorney General’s Consumer Protection Division · consumered.georgia.gov
- Buying a New or Used Vehicle | Georgia Attorney General's Consumer Protection Division · consumer.georgia.gov
- Georgia Consumer Protection · consumer.ga.gov
- Dealer fee was not included in advertised vehicle price | Consumer Ed, brought to you by the Georgia Attorney General’s Consumer Protection Division · consumered.georgia.gov
- 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
- What is Guaranteed Asset Protection (GAP) insurance? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Georgia Attorney General auto dealer add-on products optional fees dealer add-ons vehicle purchase Georgia OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC auto dealer add-ons optional products warranty GAP insurance dealer add-ons guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
commercial vehicle extended warranty commercial use exclusions diesel emissions warranty coverage questions OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |