Real ChatGPT answer · index seedUK2EgAGel3YcompleteHome services and improvement · roofinginformational
What is the best way to diagnose the root cause of repeated ice dam formation on a client's multi-level home?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to diagnose the root cause of repeated ice dam formation on a client's multi-level home?
1 real search · 1 real-search pass
ice dams building science diagnosis air leakage insulation ventilation multi level roof official guidance DOE Building AmericaGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
ice dams building science diagnosis air leakage insulation ventilation multi level roof official guidance DOE Building America Google ↗
- Construct Roofs and Attics for Ice Dam Prevention · basc.pnnl.gov
- Attic Air Sealing, Insulating, and Ventilating for Ice Dam Prevention · basc.pnnl.gov
- BSD-135: Ice Dams · buildingscience.com