Real ChatGPT answer · index seedOpxDLyeJxggcompleteHome services and improvement · roofinglocal

What are current pricing trends for commercial TPO roofing cost in Utah as of this month?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are current pricing trends for commercial TPO roofing cost in Utah as of this month?
3 real searches · 1 real-search pass
Utah commercial TPO roofing cost per square foot installed 2026 contractor pricingGoogle ↗
OBSERVEDShort fact
2026 TPO roofing material price trends commercial roofing membrane insulation labor costsGoogle ↗
OBSERVEDComparison
Utah commercial roofing contractors TPO installation cost Salt Lake City 2026Google ↗
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 (3)
Short fact67%Other / navigationalComparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Utah commercial TPO roofing cost per square foot installed 2026 contractor pricing Google ↗
2026 TPO roofing material price trends commercial roofing membrane insulation labor costs Google ↗
Utah commercial roofing contractors TPO installation cost Salt Lake City 2026 Google ↗
  1. Where to Find Business Roof Installers in Utah · olympusroofing.com
  2. Commercial Roofing in Utah · commercialroofguide.com
  3. Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
  4. Commercial Roofs 2026: System, Lifespan, Cost Overview · theroofingbrief.com
  5. mueller1875.com · mueller1875.com
  6. ​Apr 24, 2026​ · abcsupply.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Utah commercial TPO roofing cost per square foot installed 2026 contractor pricing
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
2026 TPO roofing material price trends commercial roofing membrane insulation labor costs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Utah commercial roofing contractors TPO installation cost Salt Lake City 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1