Real ChatGPT answer · index seed3Esjjjm21HYcompleteInsurance · home insurancecommercial

What do recent consumer reports say about comparing State Farm quotes versus independent insurance brokers?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent consumer reports say about comparing State Farm quotes versus independent insurance brokers?
3 real searches · 1 real-search pass
2025 2026 Consumer Reports insurance ratings State Farm independent insurance agents brokers customer satisfaction quotes auto home insuranceGoogle ↗
OBSERVEDComparison
Consumer Reports car insurance ratings State Farm 2024 2025 survey claims satisfaction independent agentsGoogle ↗
OBSERVEDReason
J.D. Power 2025 U.S. auto insurance study State Farm independent agent shopping comparisonGoogle ↗
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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2025 2026 Consumer Reports insurance ratings State Farm independent insurance agents brokers customer satisfaction quotes auto home insurance Google ↗
Consumer Reports car insurance ratings State Farm 2024 2025 survey claims satisfaction independent agents Google ↗
J.D. Power 2025 U.S. auto insurance study State Farm independent agent shopping comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 Consumer Reports insurance ratings State Farm independent insurance agents brokers customer satisfaction quotes auto home insurance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Consumer Reports car insurance ratings State Farm 2024 2025 survey claims satisfaction independent agents
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
J.D. Power 2025 U.S. auto insurance study State Farm independent agent shopping comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1