Real ChatGPT answer · index seedkynuYvQV3kQcompleteHome services and improvement · roofingcomparison
comparing copper roof flashing repair methods to aluminum flashing replacement for commercial buildings prone to heavy rain leaks
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
comparing copper roof flashing repair methods to aluminum flashing replacement for commercial buildings prone to heavy rain leaks
2 real searches · 1 real-search pass
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
copper roof flashing repair soldering details aluminum flashing replacement commercial roofing heavy rain corrosion compatibility NRCA guidance Google ↗
aluminum copper galvanic corrosion roofing flashing dissimilar metals technical guidance Google ↗
- Metal Flashing – Insurance Institute for Business & Home Safety · ibhs.org
- Examining Galvanic and Deposition Corrosion · protect-perform.ampp.org
- Discussing dissimilar metals by Mark S. Graham 2019-11-01 · professionalroofing.net
- Division 07 - Sheet Metal Flashing & Trim | Facilities Development & Operations · fdo.wwu.edu
- Flashing of Roof-Wall Intersections in Existing Homes · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
copper roof flashing repair soldering details aluminum flashing replacement commercial roofing heavy rain corrosion compatibility NRCA guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
aluminum copper galvanic corrosion roofing flashing dissimilar metals technical guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |