Real ChatGPT answer · index seeda7x1wEYvmWEcompleteHome services and improvement · roofinginformational
What causes granule loss on architectural asphalt shingles and at what point does my family actually need a brand new roof instead of just simple repairs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes granule loss on architectural asphalt shingles and at what point does my family actually need a brand new roof instead of just simple repairs?
1 real search · 1 real-search pass
architectural asphalt shingles granule loss causes roof replacement signs lifespan manufacturer guidanceGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
architectural asphalt shingles granule loss causes roof replacement signs lifespan manufacturer guidance Google ↗
- Residential Roofing FAQs · gaf.com
- Mastering Roof Inspections: Asphalt Composition Shingles, Part 34 · nachi.org
- What If I have Granule Loss Concerns? · gaf.com