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What makes self adhering ice and water shield better than standard underlayment for preventing ice dams on commercial low slope roofs
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The searches the AI actually ran for this prompt.
SEED QUERY
What makes self adhering ice and water shield better than standard underlayment for preventing ice dams on commercial low slope roofs
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ASTM D1970 self-adhering polymer modified bituminous sheet materials ice dam protection roofing standard underlayment low slope commercial roof OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NRCA low slope roofing ice dams water backup self-adhered membrane underlayment commercial roofs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |