Real ChatGPT answer · index seedncnDNikNKAwcompleteInsurance · auto insurancecommercial

We are looking to switch our family auto insurance policy this month, so which companies currently have the best sign up discounts and lowest complaint indexes?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are looking to switch our family auto insurance policy this month, so which companies currently have the best sign up discounts and lowest complaint indexes?
3 real searches · 1 real-search pass
2026 North Carolina auto insurance company complaint index NAIC complaint data discounts new customer family policyGoogle ↗
OBSERVEDReason
North Carolina Department of Insurance auto insurance complaint index company 2025 2026Google ↗
OBSERVEDConsequence
2026 auto insurance new customer discounts family multi-car bundling discounts insurers officialGoogle ↗
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 / navigationalComparison33%Consequence33%Reason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
2026 North Carolina auto insurance company complaint index NAIC complaint data discounts new customer family policy Google ↗
North Carolina Department of Insurance auto insurance complaint index company 2025 2026 Google ↗
2026 auto insurance new customer discounts family multi-car bundling discounts insurers official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 North Carolina auto insurance company complaint index NAIC complaint data discounts new customer family policy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
North Carolina Department of Insurance auto insurance complaint index company 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2026 auto insurance new customer discounts family multi-car bundling discounts insurers official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1