Real ChatGPT answer · index seed4sq1KSf5PEYcompleteHome services and improvement · roofinglocal

What is the average cost per square for commercial TPO roofing installation in the Denver metro area for a 5000 square foot building?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average cost per square for commercial TPO roofing installation in the Denver metro area for a 5000 square foot building?
1 real search · 1 real-search pass
Denver metro commercial TPO roofing installation cost per square 2026 per square foot labor materialsGoogle ↗
OBSERVEDShort fact

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 fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / 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
Denver metro commercial TPO roofing installation cost per square 2026 per square foot labor materials Google ↗
  1. Commercial Roofing Costs in Colorado · coloradoroofguys.com
  2. Commercial Roofing in Denver CO · commercialroofguide.com
  3. Colorado TPO Roof Installation · bobbehrendsroofing.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Denver metro commercial TPO roofing installation cost per square 2026 per square foot labor materials
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1