Real ChatGPT answer · index seedSLas5P02mwwcompleteHome services and improvement · roofingcomparison

We have terrible ice dams every single winter that ruin our gutters, so should we invest in heated roof cables or permanent cold roof insulation upgrades this spring?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
We have terrible ice dams every single winter that ruin our gutters, so should we invest in heated roof cables or permanent cold roof insulation upgrades this spring?
1 real search · 1 real-search pass
ice dams prevent attic air sealing insulation ventilation heated cables guidance Department of Energy extensionGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
ice dams prevent attic air sealing insulation ventilation heated cables guidance Department of Energy extension Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ice dams prevent attic air sealing insulation ventilation heated cables guidance Department of Energy extension
OBSERVED
Google ↗
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