Real ChatGPT answer · index seedGwMv3jCBCLkcompleteHome services and improvement · roofingcommercial
What causes black streaks on asphalt shingle roofs and what are the best cleaning products to get rid of them safely?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes black streaks on asphalt shingle roofs and what are the best cleaning products to get rid of them safely?
1 real search · 1 real-search pass
Asphalt Roofing Manufacturers Association algae black streaks asphalt shingles cleaning sodium hypochlorite low pressure guidelinesGoogle ↗
OBSERVEDReason
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 Roofing Manufacturers Association algae black streaks asphalt shingles cleaning sodium hypochlorite low pressure guidelines Google ↗
- Algae Discoloration of Roofs · asphaltroofing.org
- Algae & Moss Prevention and Cleaning for Asphalt Roofing Systems · asphaltroofing.org
- TB-10022493-A · dcpd6wotaa0mb.cloudfront.net
- Algae Discolorations of Roofs · iibec.org