Real ChatGPT answer · index seedi14umDxQKJkcompleteHome services and improvement · roofinginformational

Can you give me a realistic cost comparison between installing a metal roof versus Tamko heritage shingles on a standard two thousand square foot suburban home

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you give me a realistic cost comparison between installing a metal roof versus Tamko heritage shingles on a standard two thousand square foot suburban home
2 real searches · 1 real-search pass
2026 2027 Northern Virginia roof replacement cost architectural asphalt shingles installed per square metal standing seam installed cost per square footGoogle ↗
OBSERVED
TAMKO Heritage shingles manufacturer warranty wind rating specificationsGoogle ↗
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
2026 2027 Northern Virginia roof replacement cost architectural asphalt shingles installed per square metal standing seam installed cost per square foot Google ↗
TAMKO Heritage shingles manufacturer warranty wind rating specifications Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 2027 Northern Virginia roof replacement cost architectural asphalt shingles installed per square metal standing seam installed cost per square foot
OBSERVED
Google ↗
AI Mode ↗
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of 1
TAMKO Heritage shingles manufacturer warranty wind rating specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1