Real ChatGPT answer · index seedKyhvDnscOmscompleteReal estate · commercial real estateinformational

How much does a commercial roof replacement typically cost per square foot for a ten thousand square foot building

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does a commercial roof replacement typically cost per square foot for a ten thousand square foot building
2 real searches · 1 real-search pass
2026 commercial roofing replacement cost per square foot national averages TPO EPDM PVC TexasGoogle ↗
OBSERVED
2026 commercial roof replacement cost per square foot TPO EPDM modified bitumen metal roofing Dallas TexasGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 commercial roofing replacement cost per square foot national averages TPO EPDM PVC Texas Google ↗
2026 commercial roof replacement cost per square foot TPO EPDM modified bitumen metal roofing Dallas Texas Google ↗
  1. Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
  2. Commercial Roof Guide · commercialroofguide.com
  3. Commercial Roofing Cost in Dallas, TX (2026 Guide) · bidbridgetexas.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 commercial roofing replacement cost per square foot national averages TPO EPDM PVC Texas
OBSERVED
Google ↗
AI Mode ↗
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of 1
2026 commercial roof replacement cost per square foot TPO EPDM modified bitumen metal roofing Dallas Texas
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1