Real ChatGPT answer · index seedSgJzZhttKnwcompleteHome services and improvement · roofinginformational
Can infrared cameras really help me detect hidden moisture trapped under my asphalt shingle roof, or is that just a marketing gimmick used by roofing companies?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can infrared cameras really help me detect hidden moisture trapped under my asphalt shingle roof, or is that just a marketing gimmick used by roofing companies?
1 real search · 1 real-search pass
infrared thermography roof moisture detection limitations asphalt shingles nighttime temperature conditions ASTM C1153Google ↗
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
infrared thermography roof moisture detection limitations asphalt shingles nighttime temperature conditions ASTM C1153 Google ↗
- C1153 Standard Practice for Location of Wet Insulation in Roofing Systems Using Infrared Imaging · store.astm.org
- ASTM C1153-23 · standards.iteh.ai
- Limitations of Infrared Technology in Moisture Inspections · facilitiesnet.com
- IR Cameras: Inspecting Roofs · nachi.org
- PERSPECTIVES · jsheld.com