Real ChatGPT answer · index seedGTqvQDOU8LMcompleteInsurance · auto insurancecommercial

Which auto insurance companies offer the most forgiving accident forgiveness policies for families with multiple drivers over thirty years old?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which auto insurance companies offer the most forgiving accident forgiveness policies for families with multiple drivers over thirty years old?
2 real searches · 1 real-search pass
2026 accident forgiveness auto insurance household policy multiple drivers eligibility State Farm Progressive Allstate Nationwide Liberty Mutual GEICOGoogle ↗
OBSERVEDComparison
Rhode Island auto insurance accident forgiveness insurers policy availability eligibility household drivers 2026Google ↗
OBSERVEDYes / no

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 / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / no50%

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 accident forgiveness auto insurance household policy multiple drivers eligibility State Farm Progressive Allstate Nationwide Liberty Mutual GEICO Google ↗
Rhode Island auto insurance accident forgiveness insurers policy availability eligibility household drivers 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 accident forgiveness auto insurance household policy multiple drivers eligibility State Farm Progressive Allstate Nationwide Liberty Mutual GEICO
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Rhode Island auto insurance accident forgiveness insurers policy availability eligibility household drivers 2026
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1