Real ChatGPT answer · index seed6gBYtclbsQIcompleteHome services and improvement · roofingcomparison

Evaluate fully adhered EPDM versus modified bitumen torch down systems for a multi family residential flat roof replacement project with strict fire codes.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate fully adhered EPDM versus modified bitumen torch down systems for a multi family residential flat roof replacement project with strict fire codes.
4 real searches · 1 real-search pass
2024 International Building Code roof coverings fire classification ASTM E108 UL 790 EPDM modified bitumen torch applied roofing fire safety requirementsGoogle ↗
OBSERVEDInstruction
NRCA torch-applied roofing fire prevention guidelines fire watch hot work roof installationGoogle ↗
OBSERVEDReason
EPDM fully adhered roofing system fire classification UL 790 ASTM E108 assembly tested roofGoogle ↗
OBSERVEDReason
Oklahoma adopted building fire codes Edmond Oklahoma roofing 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 (4)
Short fact25%Other / navigationalComparisonConsequenceReason50%DefinitionInstruction25%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2024 International Building Code roof coverings fire classification ASTM E108 UL 790 EPDM modified bitumen torch applied roofing fire safety requirements Google ↗
NRCA torch-applied roofing fire prevention guidelines fire watch hot work roof installation Google ↗
EPDM fully adhered roofing system fire classification UL 790 ASTM E108 assembly tested roof Google ↗
Oklahoma adopted building fire codes Edmond Oklahoma roofing 2026 Google ↗
  1. CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
  2. CE Center | Article · continuingeducation.bnpmedia.com
  3. New torch-safety guidelines · nrca.net
  4. Building Codes · edmondok.gov
  5. Building Together Bulletin · edmondok.gov
  6. 2026 Building Code Updates and Examination Transition Period · oklahoma.gov
  7. Codes & Rules · oklahoma.gov

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2024 International Building Code roof coverings fire classification ASTM E108 UL 790 EPDM modified bitumen torch applied roofing fire safety requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
NRCA torch-applied roofing fire prevention guidelines fire watch hot work roof installation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
EPDM fully adhered roofing system fire classification UL 790 ASTM E108 assembly tested roof
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Oklahoma adopted building fire codes Edmond Oklahoma roofing 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1