Real ChatGPT answer · index seedaoyUraqRAM4completeAutomotive · car buying processinformational

Can you explain how state lemon laws apply to certified pre-owned vehicles purchased from franchise dealerships versus strictly 'as-is' used car sales?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain how state lemon laws apply to certified pre-owned vehicles purchased from franchise dealerships versus strictly 'as-is' used car sales?
3 real searches · 1 real-search pass
Virginia used car lemon law certified pre-owned as-is franchise dealer warranty officialGoogle ↗
OBSERVEDOther / navigational
FTC Buyers Guide as-is used car warranty dealer officialGoogle ↗
OBSERVEDOther / navigational
state lemon laws used vehicles certified pre-owned coverage varies state attorney generalGoogle ↗
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)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

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
Virginia used car lemon law certified pre-owned as-is franchise dealer warranty official Google ↗
FTC Buyers Guide as-is used car warranty dealer official Google ↗
state lemon laws used vehicles certified pre-owned coverage varies state attorney general Google ↗
  1. Lemon Law · oag.state.va.us
  2. Buying and Maintaining a Car | State of California - Department of Justice · oag.ca.gov
  3. Used car lemon law · ag.ny.gov
  4. Auto · ohioattorneygeneral.gov
  5. Lemon Law · dmv.virginia.gov
  6. Vehicle Licensing Guide · select.dmv.virginia.gov
  7. § 46.2-1529.1. Sales of used motor vehicles by dealers; disclosures; penalty · law.lis.virginia.gov
  8. Code of Virginia Code · law.lis.virginia.gov
  9. Buying a Used Car From a Dealer · consumer.ftc.gov
  10. Dealer's Guide to the Used Car Rule · ftc.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Virginia used car lemon law certified pre-owned as-is franchise dealer warranty official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
FTC Buyers Guide as-is used car warranty dealer official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
state lemon laws used vehicles certified pre-owned coverage varies state attorney general
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1