Is it safe to use cheap roof moss removal products on asphalt shingles or will it void any remaining warranties?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it safe to use cheap roof moss removal products on asphalt shingles or will it void any remaining warranties?
1 real search · 1 real-search pass
asphalt shingle manufacturer warranty moss algae removal cleaning instructions GAF CertainTeed Owens Corning bleach zinc sulfateGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
asphalt shingle manufacturer warranty moss algae removal cleaning instructions GAF CertainTeed Owens Corning bleach zinc sulfate Google ↗
- To: GAF Residential Sales, GAF Contractors, Field · gaf.com
- To: GAF Residential Sales, GAF Contractors, Field · documents.gaf.com
- TB-10022493-A · dcpd6wotaa0mb.cloudfront.net
- Owens Corning Warranty Widget · owenscorning.com
- Algae Discoloration of Roofs · asphaltroofing.org
- TECHNICAL BULLETIN · asphaltroofing.org