Real ChatGPT answer · index seedxH2x6i1yTkMcompleteHome services and improvement · roofingcomparison
What is the best way to integrate solar panels onto a newly shingled roof without voiding the manufacturer warranty or causing future leaks for our customers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to integrate solar panels onto a newly shingled roof without voiding the manufacturer warranty or causing future leaks for our customers?
2 real searches · 1 real-search pass
asphalt shingle manufacturer warranty solar panel installation roof penetrations approved flashing installation instructions GAF CertainTeed Owens CorningGoogle ↗
OBSERVEDInstruction
NRCA solar roof installation guidelines roof penetrations flashing photovoltaic asphalt shinglesGoogle ↗
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). 1 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
asphalt shingle manufacturer warranty solar panel installation roof penetrations approved flashing installation instructions GAF CertainTeed Owens Corning Google ↗
NRCA solar roof installation guidelines roof penetrations flashing photovoltaic asphalt shingles Google ↗
- TECHNICAL BULLETIN TB-10026725-B INSTALLATION OF S · dcpd6wotaa0mb.cloudfront.net
- Solar PROtect™ | Warranty Protection for Adding Solar Panels to Roof · owenscorning.com
- Roof Anchor System for Solar Panels · basc.pnnl.gov
- Flashing of Penetrations in Existing Roofs · basc.pnnl.gov
- CertainTeed website · certainteed.com
- CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
- RB278-22 IRC: R907.2 (New), ASTM Chapter 44 (New · iccsafe.org
- technical bulletin Asphalt Roofing Manufacturer · asphaltroofing.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
asphalt shingle manufacturer warranty solar panel installation roof penetrations approved flashing installation instructions GAF CertainTeed Owens Corning OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NRCA solar roof installation guidelines roof penetrations flashing photovoltaic asphalt shingles OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |