What documents do I need to bring to the dealership to secure the best financing rate without getting pressured into extra add ons
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What documents do I need to bring to the dealership to secure the best financing rate without getting pressured into extra add ons
4 real searches · 1 real-search pass
CFPB auto loan shopping preapproval compare APR loan term dealer add-ons optional products documentsGoogle ↗
OBSERVEDComparison
FTC car dealership add-ons optional products financing contract GAP extended warranty credit insuranceGoogle ↗
OBSERVEDComparison
CFPB auto loan shopping preapproval dealer add-ons optional products financing documents consumer adviceGoogle ↗
OBSERVEDComparison
FTC car buying add-ons optional products dealer financing yo-yo financing consumer adviceGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
CFPB auto loan shopping preapproval compare APR loan term dealer add-ons optional products documents Google ↗
FTC car dealership add-ons optional products financing contract GAP extended warranty credit insurance Google ↗
CFPB auto loan shopping preapproval dealer add-ons optional products financing documents consumer advice Google ↗
FTC car buying add-ons optional products dealer financing yo-yo financing consumer advice Google ↗
- AnnualCreditReport.com · annualcreditreport.com
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Am I required to get my auto loan through a dealership? · consumerfinance.gov
- What are the different ways to buy or finance a car or vehicle? · consumerfinance.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
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- 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
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB auto loan shopping preapproval compare APR loan term dealer add-ons optional products documents OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC car dealership add-ons optional products financing contract GAP extended warranty credit insurance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB auto loan shopping preapproval dealer add-ons optional products financing documents consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC car buying add-ons optional products dealer financing yo-yo financing consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |