Real ChatGPT answer · index seed1IDm7dLZkK8completeInsurance · auto insuranceinformational

How does adding roadside assistance to my auto insurance policy compare in price and features to joining an independent motor club like AAA as a young driver?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does adding roadside assistance to my auto insurance policy compare in price and features to joining an independent motor club like AAA as a young driver?
2 real searches · 1 real-search pass
2026 AAA membership cost Classic Plus Premier roadside assistance benefits towing miles official AAA 2026Google ↗
OBSERVEDShort fact
auto insurance roadside assistance coverage cost annual typical insurer add-on towing limits official State Farm Progressive GEICOGoogle ↗
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 (2)
Short fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / 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
2026 AAA membership cost Classic Plus Premier roadside assistance benefits towing miles official AAA 2026 Google ↗
auto insurance roadside assistance coverage cost annual typical insurer add-on towing limits official State Farm Progressive GEICO Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 AAA membership cost Classic Plus Premier roadside assistance benefits towing miles official AAA 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
auto insurance roadside assistance coverage cost annual typical insurer add-on towing limits official State Farm Progressive GEICO
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1