Real ChatGPT answer · index seedLiurW4AVhmccompleteHome services and improvement · roofingcommercial

How does the cost of mechanically fastened versus fully adhered TPO roofing systems compare for a high-wind zone in coastal Florida

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the cost of mechanically fastened versus fully adhered TPO roofing systems compare for a high-wind zone in coastal Florida
2 real searches · 1 real-search pass
Florida Building Code high wind TPO roof system mechanically attached fully adhered uplift approval cost comparison 2026Google ↗
OBSERVEDComparison
2026 TPO roofing cost per square foot mechanically attached fully adhered commercial roof Florida high windGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Florida Building Code high wind TPO roof system mechanically attached fully adhered uplift approval cost comparison 2026 Google ↗
2026 TPO roofing cost per square foot mechanically attached fully adhered commercial roof Florida high wind Google ↗
  1. Commercial Roof Installation Florida · oneworldroofing.com
  2. TPO Roofing Central Florida · oneworldroofing.com
  3. TPO Roofing in Stuart, FL · martinroofingsolutions.com
  4. APPENDIX 1: ATTACHMENT REQUIREMENTS FOR WIND UPLIFT RESISTANCE · floridabuilding.org
  5. Roof Edges in High-Wind Zones · bsesc.energy.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Florida Building Code high wind TPO roof system mechanically attached fully adhered uplift approval cost comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 TPO roofing cost per square foot mechanically attached fully adhered commercial roof Florida high wind
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1