Real ChatGPT answer · index seedkKc2v6IG848completeInsurance · auto insurancecomparison

Is the average cost of coverage significantly lower with GEICO or AAA for a first time car owner with no prior history?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is the average cost of coverage significantly lower with GEICO or AAA for a first time car owner with no prior history?
2 real searches · 1 real-search pass
California auto insurance GEICO AAA rates first-time driver no prior insurance history comparison 2026Google ↗
OBSERVEDComparison
GEICO vs AAA California average car insurance rates first time driver no insurance history 2026Google ↗
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 factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
California auto insurance GEICO AAA rates first-time driver no prior insurance history comparison 2026 Google ↗
GEICO vs AAA California average car insurance rates first time driver no insurance history 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California auto insurance GEICO AAA rates first-time driver no prior insurance history comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
GEICO vs AAA California average car insurance rates first time driver no insurance history 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1