Real ChatGPT answer · index seedtf0zg8xmtsYcompleteReal estate · new constructioninformational

Our builder is offering a metal roof upgrade for our new construction home but I need to know if the extra cost is actually worth it compared to architectural shingles in a heavy hail zone.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Our builder is offering a metal roof upgrade for our new construction home but I need to know if the extra cost is actually worth it compared to architectural shingles in a heavy hail zone.
3 real searches · 1 real-search pass
UL 2218 Class 4 impact resistant roofing shingles hail metal roof hail dents insurance discount limitationsGoogle ↗
OBSERVED
Insurance Institute for Business Home Safety hail resistant roofing metal asphalt shingles hail damage guidanceGoogle ↗
OBSERVED
NOAA hail size severe hail damage roofs large hail building materialsGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
UL 2218 Class 4 impact resistant roofing shingles hail metal roof hail dents insurance discount limitations Google ↗
Insurance Institute for Business Home Safety hail resistant roofing metal asphalt shingles hail damage guidance Google ↗
NOAA hail size severe hail damage roofs large hail building materials Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
UL 2218 Class 4 impact resistant roofing shingles hail metal roof hail dents insurance discount limitations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Insurance Institute for Business Home Safety hail resistant roofing metal asphalt shingles hail damage guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NOAA hail size severe hail damage roofs large hail building materials
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1