Real ChatGPT answer · index seedytfj8Om1id8completeFinance and banking · budgeting and savinglocal

What are the best cheap car insurance companies in Ohio for drivers with a clean record who want to lower their monthly bills?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best cheap car insurance companies in Ohio for drivers with a clean record who want to lower their monthly bills?
2 real searches · 1 real-search pass
Ohio cheapest car insurance clean record insurers 2026 average rates studyGoogle ↗
OBSERVEDComparison
cheapest car insurance companies Ohio clean driving record 2026 rates State Farm Erie Auto-Owners GEICO NationwideGoogle ↗
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
Ohio cheapest car insurance clean record insurers 2026 average rates study Google ↗
cheapest car insurance companies Ohio clean driving record 2026 rates State Farm Erie Auto-Owners GEICO Nationwide Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio cheapest car insurance clean record insurers 2026 average rates study
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
cheapest car insurance companies Ohio clean driving record 2026 rates State Farm Erie Auto-Owners GEICO Nationwide
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1