Real ChatGPT answer · index seedjKmAmKQaEcscompleteHome services and improvement · roofingcommercial

Is it worth paying extra for a full ice and water shield underlayment on a standard asphalt shingle roof in New England?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth paying extra for a full ice and water shield underlayment on a standard asphalt shingle roof in New England?
2 real searches · 1 real-search pass
New England residential roof ice barrier code eaves two feet inside exterior wall full roof ice water shield recommendation asphalt shinglesGoogle ↗
OBSERVED
asphalt shingle manufacturer ice water shield full roof coverage warranty ventilation ice dams New EnglandGoogle ↗
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
New England residential roof ice barrier code eaves two feet inside exterior wall full roof ice water shield recommendation asphalt shingles Google ↗
asphalt shingle manufacturer ice water shield full roof coverage warranty ventilation ice dams New England Google ↗
  1. CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
  2. Protecting Against Damage from Ice Dams · asphaltroofing.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New England residential roof ice barrier code eaves two feet inside exterior wall full roof ice water shield recommendation asphalt shingles
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
asphalt shingle manufacturer ice water shield full roof coverage warranty ventilation ice dams New England
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1