Real ChatGPT answer · index seed2zuXDQr7iu8completeInsurance · auto insurancecommercial

How do insurance companies calculate the risk adjustment for drivers who maintain an excellent credit score but have one minor speeding citation?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do insurance companies calculate the risk adjustment for drivers who maintain an excellent credit score but have one minor speeding citation?
1 real search · 1 real-search pass
Ohio Department of Insurance credit-based insurance score auto insurance speeding ticket surcharge rating factorsGoogle ↗
OBSERVEDReason

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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
Ohio Department of Insurance credit-based insurance score auto insurance speeding ticket surcharge rating factors Google ↗
  1. Auto Insurance for New Drivers · insurance.ohio.gov
  2. Automobile Insurance Guide · insurance.ohio.gov
  3. Rule 3901-1-55 - Ohio Administrative Code · codes.ohio.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio Department of Insurance credit-based insurance score auto insurance speeding ticket surcharge rating factors
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1