Real ChatGPT answer · index seedbjyLGXTTvSQcompleteHome services and improvement · roofingcommercial
What do professional roofers recommend as the best moss removal products for a heavily shaded north facing roof?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do professional roofers recommend as the best moss removal products for a heavily shaded north facing roof?
1 real search · 1 real-search pass
professional roofers recommended moss removal products asphalt shingles zinc sulfate sodium hypochlorite roof manufacturer guidanceGoogle ↗
OBSERVEDComparison
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
professional roofers recommended moss removal products asphalt shingles zinc sulfate sodium hypochlorite roof manufacturer guidance Google ↗
- View product · lowes.com
- How to control roof moss and prevent long-term damage · extension.oregonstate.edu
- APPENDIX July 18, 2018 Report No. 1437 www.pd · pdxhive.com
- Algae & Moss Prevention and Cleaning for Asphalt Roofing Systems · asphaltroofing.org
- KEEPING THE ROOF CLEAN · asphaltroofing.org
- cleaning asphalt shingles. How do I properly clean algae and moss from asphalt shingles? · nrca.net
- INSTALLING ZINC STRIP MOSS AND MILDEW PREVENTER · gaf.com