Real ChatGPT answer · index seedJ9IebdQ8yTscompleteReal estate · new constructioninformational

Can someone help me compare the long-term maintenance and insurance pros and cons of asphalt shingles versus metal roofs for a new construction home in a storm-prone area?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can someone help me compare the long-term maintenance and insurance pros and cons of asphalt shingles versus metal roofs for a new construction home in a storm-prone area?
2 real searches · 1 real-search pass
asphalt shingles vs metal roofing wind hail resistance insurance discounts maintenance lifespan authoritative sources IBHS FEMA insurance instituteGoogle ↗
OBSERVED
Virginia homeowners insurance metal roof discount impact resistant roofing wind hail underwriting 2026Google ↗
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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
asphalt shingles vs metal roofing wind hail resistance insurance discounts maintenance lifespan authoritative sources IBHS FEMA insurance institute
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Virginia homeowners insurance metal roof discount impact resistant roofing wind hail underwriting 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1