Real ChatGPT answer · index seedwW7yTtPaYUEcompleteHome services and improvement · roofingcomparison
Which is more effective for long term moss deterrence on a north-facing asphalt roof, copper-infused granules mixed into the shingle manufacturing or post-treatment zinc strips near the ridge cap?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is more effective for long term moss deterrence on a north-facing asphalt roof, copper-infused granules mixed into the shingle manufacturing or post-treatment zinc strips near the ridge cap?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
copper infused granules asphalt shingles moss resistance zinc strips comparative longevity roof algae moss manufacturer study Google ↗
zinc strips roof moss control effectiveness copper granules shingles north facing roof maintenance Google ↗
- Roofing Materials Assessment · apps.ecology.wa.gov
- Copper Roofing Granules · 3m.com
- INSTALLING ZINC STRIP MOSS AND MILDEW PREVENTER · gaf.com
- RCABC · rcabc.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
copper infused granules asphalt shingles moss resistance zinc strips comparative longevity roof algae moss manufacturer study OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
zinc strips roof moss control effectiveness copper granules shingles north facing roof maintenance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |