Real ChatGPT answer · index seedxnGrFsFRSVocompleteHome services and improvement · roofinginformational
What is the average lifespan of an ice and water shield membrane under extreme winter conditions in the Midwest for low slope commercial structures?
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the average lifespan of an ice and water shield membrane under extreme winter conditions in the Midwest for low slope commercial structures?
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 |
|---|---|---|---|---|---|---|---|
ice and water shield membrane service life lifespan manufacturer technical data low slope commercial roof cold climate OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
self adhered modified bitumen ice water membrane durability aging temperature low slope roof manufacturer warranty exposure limits OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |