Can you give me a breakdown of hidden fees to watch out for when buying a certified pre-owned car from a major franchise dealership
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you give me a breakdown of hidden fees to watch out for when buying a certified pre-owned car from a major franchise dealership
3 real searches · 1 real-search pass
FTC car buying dealer add-ons fees advertised price documentation fee CPO certification fee used car dealershipGoogle ↗
OBSERVEDShort fact
Maryland dealer processing fee used car advertising fees law 2026Google ↗
OBSERVEDConsequence
CFPB auto loan dealer add-ons financing optional products car buyingGoogle ↗
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 (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
FTC car buying dealer add-ons fees advertised price documentation fee CPO certification fee used car dealership Google ↗
Maryland dealer processing fee used car advertising fees law 2026 Google ↗
CFPB auto loan dealer add-ons financing optional products car buying Google ↗
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Car dealerships can’t charge you for add-ons you don’t want · consumer.ftc.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 a Finance and Insurance (F&I) department? · consumerfinance.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Laws · mgaleg.maryland.gov
- Laws · mgaleg.maryland.gov
- Taxable Price · mva.maryland.gov
- Automobile Industry Pricing Transparency: FAQs · ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC car buying dealer add-ons fees advertised price documentation fee CPO certification fee used car dealership OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Maryland dealer processing fee used car advertising fees law 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CFPB auto loan dealer add-ons financing optional products car buying OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |