Real ChatGPT answer · index seedqmhuRt27piUcompleteHome services and improvement · roofinginformational
What are the most effective ice dam prevention methods we can recommend to homeowners in the upper midwest?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most effective ice dam prevention methods we can recommend to homeowners in the upper midwest?
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
ice dam prevention cold climate attic air sealing insulation ventilation roof snow removal guidance University Minnesota extension Wisconsin building science Google ↗
ice dams prevention attic air sealing insulation ventilation Minnesota Wisconsin extension Google ↗
- Got ice dams? Learn what to do and how to prevent them to save energy · mn.gov
- Dealing with and preventing ice dams · extension.umn.edu
- Construct Roofs and Attics for Ice Dam Prevention · basc.pnnl.gov
- Dealing with Ice Dams · mncee.org
- Preventing Roof Ice Dams · weather.gov
- Climate and Weather Ready Toolkit: Homeowners' Checklists · climate.umn.edu
- Attic insulation and air sealing · mncee.org
- Eaves Sealed in Cold Climates · bsesc.energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ice dam prevention cold climate attic air sealing insulation ventilation roof snow removal guidance University Minnesota extension Wisconsin building science OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
ice dams prevention attic air sealing insulation ventilation Minnesota Wisconsin extension OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |