Real ChatGPT answer · index seed2JYTtEYpyTMcompleteAutomotive · car accessorieslocal

Are there any mobile mechanics in South Miami who install aftermarket carbon fiber trim and heated seat conversion kits?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any mobile mechanics in South Miami who install aftermarket carbon fiber trim and heated seat conversion kits?
1 real search · 1 real-search pass
South Miami FL mobile mechanic heated seat installation aftermarket carbon fiber trim automotive upholstery shopGoogle ↗
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
South Miami FL mobile mechanic heated seat installation aftermarket carbon fiber trim automotive upholstery shop Google ↗
  1. Website and services · 12voltoutfitters.com
  2. Carbon-fiber installation services · thirdcoastcustomsmiami.com
  3. Official website · softsidetrim.com
  4. Softside Trim, Inc Automotive Interior Solutions · softsidetrim.com
  5. Motionworks South Miami · google.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
South Miami FL mobile mechanic heated seat installation aftermarket carbon fiber trim automotive upholstery shop
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1