Real ChatGPT answer · index seedIP4wSMXrdbwcompleteAutomotive · new carscomparison

Are there any specific lemon law protections for business owned vehicles in Texas or does it only apply to personal cars?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any specific lemon law protections for business owned vehicles in Texas or does it only apply to personal cars?
2 real searches · 1 real-search pass
Texas lemon law business owned vehicle commercial use eligibility Texas Department of Motor Vehicles officialGoogle ↗
OBSERVEDReason
Texas Occupations Code Chapter 2301 lemon law business vehicle purchaser consumer definition business useGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
Texas lemon law business owned vehicle commercial use eligibility Texas Department of Motor Vehicles official Google ↗
Texas Occupations Code Chapter 2301 lemon law business vehicle purchaser consumer definition business use Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas lemon law business owned vehicle commercial use eligibility Texas Department of Motor Vehicles official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Texas Occupations Code Chapter 2301 lemon law business vehicle purchaser consumer definition business use
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1