Real ChatGPT answer · index seed68cJjq6pcy0completeHome services and improvement · roofingcommercial
Which roof moss removal products are safe to use on commercial shingle roofs without voiding the manufacturer warranty
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which roof moss removal products are safe to use on commercial shingle roofs without voiding the manufacturer warranty
1 real search · 1 real-search pass
asphalt shingle manufacturer roof cleaning moss algae warranty approved cleaning instructions GAF CertainTeed Owens Corning ARMA commercialGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
asphalt shingle manufacturer roof cleaning moss algae warranty approved cleaning instructions GAF CertainTeed Owens Corning ARMA commercial Google ↗
- How to Remove Moss from a Roof Safely · theroofingbrief.com
- Algae Discoloration of Roofs · asphaltroofing.org
- To: GAF Residential Sales, GAF Contractors, Field · documents.gaf.com