Real ChatGPT answer · index seedePXALyyFkewcompleteHome services and improvement · roofinglocal

I need to find a local roofer in Plano who has GAF Timberline HDZ shingles in stock and can replace my storm damaged roof this week.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need to find a local roofer in Plano who has GAF Timberline HDZ shingles in stock and can replace my storm damaged roof this week.
1 real search · 1 real-search pass
Plano TX roofers GAF Timberline HDZ shingles in stock storm damage roof replacement this week November 2026Google ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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
Plano TX roofers GAF Timberline HDZ shingles in stock storm damage roof replacement this week November 2026 Google ↗
  1. callpappasroofing.com · callpappasroofing.com
  2. Residential Roofing Services | Greenleaf Roofing · greenleaf-roofing.com
  3. Website · newviewroofing.com
  4. Pioneer Roofing | Roof Repair & Replacement in Plano, TX · mypioneerroofing.com
  5. GAF Timberline HDZ | Installed Roofing in DFW · catalog.mypioneerroofing.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Plano TX roofers GAF Timberline HDZ shingles in stock storm damage roof replacement this week November 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1