Real ChatGPT answer · index seedv5y0mw8LgdEcompleteInsurance · auto insurancehowto

A driver on our commercial policy was ticketed for going twenty over, so what is the standard surcharge duration we should budget for next year?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
A driver on our commercial policy was ticketed for going twenty over, so what is the standard surcharge duration we should budget for next year?
2 real searches · 1 real-search pass
commercial auto insurance speeding violation surcharge duration how many years insurer underwriting 20 mph overGoogle ↗
OBSERVEDReason
South Carolina commercial auto insurance speeding ticket surcharge duration years underwritingGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
commercial auto insurance speeding violation surcharge duration how many years insurer underwriting 20 mph over Google ↗
South Carolina commercial auto insurance speeding ticket surcharge duration years underwriting Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial auto insurance speeding violation surcharge duration how many years insurer underwriting 20 mph over
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
South Carolina commercial auto insurance speeding ticket surcharge duration years underwriting
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1