Real ChatGPT answer · index seedspt1ajuaFykcompleteHome services and improvement · roofinginformational

What is an ice and water shield and do I really need it installed on a new roof in a cold climate

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is an ice and water shield and do I really need it installed on a new roof in a cold climate
2 real searches · 1 real-search pass
International Residential Code ice barrier R905.1.2 ice dam protection requirements cold climatesGoogle ↗
OBSERVED
Building Science Corporation ice dams self-adhered membrane roof eaves recommendationGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
International Residential Code ice barrier R905.1.2 ice dam protection requirements cold climates Google ↗
Building Science Corporation ice dams self-adhered membrane roof eaves recommendation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
International Residential Code ice barrier R905.1.2 ice dam protection requirements cold climates
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Building Science Corporation ice dams self-adhered membrane roof eaves recommendation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1