Real ChatGPT answer · index seed4X99vtwUjUscompleteInsurance · business insurancecomparison

Is a Progressive commercial auto policy better than GEICO Commercial for a last-minute policy change when adding a newly purchased delivery truck?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a Progressive commercial auto policy better than GEICO Commercial for a last-minute policy change when adding a newly purchased delivery truck?
2 real searches · 1 real-search pass
Progressive Commercial auto add vehicle policy change same day proof of insurance delivery truck officialGoogle ↗
OBSERVEDConsequence
GEICO commercial auto add vehicle policy change delivery truck 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 (2)
Short factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
Progressive Commercial auto add vehicle policy change same day proof of insurance delivery truck official Google ↗
GEICO commercial auto add vehicle policy change delivery truck official Google ↗
  1. Customer Service and Claims · progressivecommercial.com
  2. Vehicle Types You Can Add to Your Insurance Policy · geico.com
  3. How to Add or Replace a Vehicle on Your Policy · geico.com
  4. Any Auto Coverage · progressivecommercial.com
  5. Commercial Auto Insurance Quote · progressivecommercial.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive Commercial auto add vehicle policy change same day proof of insurance delivery truck official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
GEICO commercial auto add vehicle policy change delivery truck official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1