Real ChatGPT answer · index seedbTn4T9fxX7kcompleteReal estate · new constructionlocal

We are trying to decide between asphalt shingle and metal roofing for our new construction house in Concord NC considering the local climate

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are trying to decide between asphalt shingle and metal roofing for our new construction house in Concord NC considering the local climate
3 real searches · 1 real-search pass
Concord North Carolina climate normals summer humidity thunderstorms hail wind roofing climateGoogle ↗
OBSERVED
North Carolina residential roofing asphalt shingles metal roof wind hail building code energy efficiency humid climateGoogle ↗
OBSERVED
ENERGY STAR cool roofs metal roofing asphalt shingles heat reflectance residentialGoogle ↗
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

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Concord North Carolina climate normals summer humidity thunderstorms hail wind roofing climate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
North Carolina residential roofing asphalt shingles metal roof wind hail building code energy efficiency humid climate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ENERGY STAR cool roofs metal roofing asphalt shingles heat reflectance residential
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1