Real ChatGPT answer · index seedzKDqBdJl5WQcompleteSports and outdoors · water sportslocal

Need recommendations for local businesses in Kansas City that install commercial tow hooks and roof racks on our company adventure vans.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Need recommendations for local businesses in Kansas City that install commercial tow hooks and roof racks on our company adventure vans.
1 real search · 1 real-search pass
Kansas City MO commercial van upfitters roof rack installation tow hooks off-road fabrication shopsGoogle ↗
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
Kansas City MO commercial van upfitters roof rack installation tow hooks off-road fabrication shops Google ↗
  1. Website · adventuremotorsusa.com
  2. Website · imperialluxurycoach.com
  3. Website · afi-kc.com
  4. Website · ituinc.com
  5. Website · commercialvan.com
  6. Website · citytruckupfitters.com
  7. Website · kansascitysprinters.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kansas City MO commercial van upfitters roof rack installation tow hooks off-road fabrication shops
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1