Real ChatGPT answer · index seedMWy6l8YihhccompleteAutomotive · trucks and SUVscomparison

How do commercial fleet vehicle insurance rates differ between wrapping my business trucks with logos versus leaving them plain white

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do commercial fleet vehicle insurance rates differ between wrapping my business trucks with logos versus leaving them plain white
2 real searches · 1 real-search pass
commercial auto insurance vehicle wraps logos affect premium business truck signage insurance ratingGoogle ↗
OBSERVEDConsequence
Texas commercial auto insurance vehicle wrap logo signage premium insurerGoogle ↗
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
commercial auto insurance vehicle wraps logos affect premium business truck signage insurance rating Google ↗
Texas commercial auto insurance vehicle wrap logo signage premium insurer Google ↗
  1. Texas Commercial Auto Insurance · progressivecommercial.com
  2. Commercial Auto Insurance Cost · progressivecommercial.com
  3. Commercial Auto Biennial Report · tdi.texas.gov
  4. TEXAS COMMERCIAL AUTO POLICY · cwd.assuranceamerica.com
  5. Does Wrapping Your Fleet Affect Commercial Vehicle Insurance? · craftsmenind.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial auto insurance vehicle wraps logos affect premium business truck signage insurance rating
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Texas commercial auto insurance vehicle wrap logo signage premium insurer
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1