Real ChatGPT answer · index seedycgUHEeKrFUcompleteInsurance · auto insurancecomparison

Which insurance provider is better for a first time car owner who wants decent coverage limits without accidentally overpaying for optional extras like roadside assistance and rental cars?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance provider is better for a first time car owner who wants decent coverage limits without accidentally overpaying for optional extras like roadside assistance and rental cars?
2 real searches · 1 real-search pass
2026 Texas auto insurance company comparison State Farm GEICO Progressive USAA rates coverage customer satisfactionGoogle ↗
OBSERVEDComparison
Texas Department of Insurance auto insurance minimum liability limits optional rental reimbursement roadside assistance coverage guideGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
2026 Texas auto insurance company comparison State Farm GEICO Progressive USAA rates coverage customer satisfaction Google ↗
Texas Department of Insurance auto insurance minimum liability limits optional rental reimbursement roadside assistance coverage guide Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Texas auto insurance company comparison State Farm GEICO Progressive USAA rates coverage customer satisfaction
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Texas Department of Insurance auto insurance minimum liability limits optional rental reimbursement roadside assistance coverage guide
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1