Real ChatGPT answer · index seed4Lv3n6u6ymUcompleteAutomotive · car reliability and safetycomparison

Which insurance companies offer the lowest rates for cars with top safety picks because my current provider just hiked my premium massively.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance companies offer the lowest rates for cars with top safety picks because my current provider just hiked my premium massively.
2 real searches · 1 real-search pass
2026 California cheapest car insurance companies rates safety feature discounts IIHS Top Safety Pick insurer discounts 2026Google ↗
OBSERVEDComparison
California auto insurance cheapest companies 2026 average rates discounts safety features State Farm GEICO Mercury Wawanesa AAAGoogle ↗
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
2026 California cheapest car insurance companies rates safety feature discounts IIHS Top Safety Pick insurer discounts 2026 Google ↗
California auto insurance cheapest companies 2026 average rates discounts safety features State Farm GEICO Mercury Wawanesa AAA Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 California cheapest car insurance companies rates safety feature discounts IIHS Top Safety Pick insurer discounts 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
California auto insurance cheapest companies 2026 average rates discounts safety features State Farm GEICO Mercury Wawanesa AAA
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1