Real ChatGPT answer · index seedPmNdJiihiWAcompleteHome services and improvement · roofingcommercial
Compare the thermal expansion coefficients of aluminum versus galvalume standing seam metal roofing panels for coastal residential installations.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the thermal expansion coefficients of aluminum versus galvalume standing seam metal roofing panels for coastal residential installations.
2 real searches · 1 real-search pass
coefficient of thermal expansion aluminum 6061 steel Galvalume standing seam roofing panel thermal movement manufacturer technical dataGoogle ↗
OBSERVEDReason
standing seam metal roofing thermal expansion panel length fixed clip floating clip manufacturer installation manual coastal aluminum Galvalume corrosionGoogle ↗
OBSERVEDInstruction
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)
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
coefficient of thermal expansion aluminum 6061 steel Galvalume standing seam roofing panel thermal movement manufacturer technical data Google ↗
standing seam metal roofing thermal expansion panel length fixed clip floating clip manufacturer installation manual coastal aluminum Galvalume corrosion Google ↗
- ROOFING DESIGN · pac-association.com
- EXPANSION OF LONG LENGTH SHEETS · sentrigard.com
- ELEVATEMetal Roofing Systems Design Guide · holcimelevate.com
- Does your Product Meet Code Requirements · metalconstruction.org
- essentials T h e rmal movement in metal roof syste · nrca.net
- PERFORMANCE PROPERTIES · ussteel.com
- American Building Components · abcmetalroofing.com
- Does your Product Meet Code Requirements · metalconstruction.org
- Metal Flashing – Insurance Institute for Business & Home Safety · ibhs.org
- Compatibility of aluminium and steel · branz.co.nz
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
coefficient of thermal expansion aluminum 6061 steel Galvalume standing seam roofing panel thermal movement manufacturer technical data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
standing seam metal roofing thermal expansion panel length fixed clip floating clip manufacturer installation manual coastal aluminum Galvalume corrosion OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |