Real ChatGPT answer · index seed4CcoOZUTanocompleteInsurance · auto insurancebrand

What are the top three cheapest auto insurance providers in California today for someone needing immediate liability and collision coverage

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top three cheapest auto insurance providers in California today for someone needing immediate liability and collision coverage
1 real search · 1 real-search pass
cheapest car insurance companies California 2026 liability collision coverage rates GEICO Progressive MercuryGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
cheapest car insurance companies California 2026 liability collision coverage rates GEICO Progressive Mercury Google ↗
  1. Cheapest Car Insurance in California for 2026 · nerdwallet.com
  2. How Much Is Car Insurance in California? · nerdwallet.com
  3. GEICO · geico.com
  4. Mercury · mercuryinsurance.com
  5. AAA · aaa.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
cheapest car insurance companies California 2026 liability collision coverage rates GEICO Progressive Mercury
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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