Real ChatGPT answer · index seedRskSJLlGxmccompleteInsurance · business insurancecomparison

Is a Progressive commercial auto policy better than GEICO for a small delivery van fleet operating in downtown Chicago

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a Progressive commercial auto policy better than GEICO for a small delivery van fleet operating in downtown Chicago
3 real searches · 1 real-search pass
Progressive commercial auto insurance small fleet delivery vans coverage fleet discounts Illinois Chicago GEICO commercial auto comparisonGoogle ↗
OBSERVEDComparison
Illinois commercial auto insurance minimum requirements delivery vans Chicago officialGoogle ↗
OBSERVEDOther / navigational
GEICO commercial auto insurance delivery business fleet coverage officialGoogle ↗
OBSERVEDOther / navigational

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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Progressive commercial auto insurance small fleet delivery vans coverage fleet discounts Illinois Chicago GEICO commercial auto comparison Google ↗
Illinois commercial auto insurance minimum requirements delivery vans Chicago official Google ↗
GEICO commercial auto insurance delivery business fleet coverage official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive commercial auto insurance small fleet delivery vans coverage fleet discounts Illinois Chicago GEICO commercial auto comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Illinois commercial auto insurance minimum requirements delivery vans Chicago official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GEICO commercial auto insurance delivery business fleet coverage official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1