Real ChatGPT answer · index seedSN704wkugjscompleteAutomotive · used carslocal

Where can I find certified pre-owned commercial vehicles with remaining factory warranty near Humble Texas?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where can I find certified pre-owned commercial vehicles with remaining factory warranty near Humble Texas?
1 real search · 1 real-search pass
certified pre-owned commercial vehicles remaining factory warranty near Humble Texas Houston dealer Ford Blue Advantage commercial trucks Chevrolet certified pre-owned commercial vehicles Ram commercial certified pre-ownedGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
certified pre-owned commercial vehicles remaining factory warranty near Humble Texas Houston dealer Ford Blue Advantage commercial trucks Chevrolet certified pre-owned commercial vehicles Ram commercial certified pre-owned Google ↗
  1. Ford Certified Pre-Owned Vehicle Coverage · autonationfordgulffreeway.com
  2. Certified Pre-Owned Ford Houston · autonationfordgulffreeway.com
  3. Ram Trucks Certified Pre-Owned · ramtrucks.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
certified pre-owned commercial vehicles remaining factory warranty near Humble Texas Houston dealer Ford Blue Advantage commercial trucks Chevrolet certified pre-owned commercial vehicles Ram commercial certified pre-owned
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1