Real ChatGPT answer · index seedXeOxJbP4lJYcompleteHome services and improvement · roofingcommercial

How important is it really to install an ice and water shield on a roof located in a heavy snowfall region like ours?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How important is it really to install an ice and water shield on a roof located in a heavy snowfall region like ours?
1 real search · 1 real-search pass
Massachusetts residential roofing code ice barrier ice dam protection IRC R905.1.2 2025Google ↗
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
Massachusetts residential roofing code ice barrier ice dam protection IRC R905.1.2 2025 Google ↗
  1. ICE BARRIER REQUIREMENTS · mass.gov
  2. CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Massachusetts residential roofing code ice barrier ice dam protection IRC R905.1.2 2025
OBSERVED
Google ↗
AI Mode ↗
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