Real ChatGPT answer · index seedlvO6GB5qEMQcompleteReal estate · housing marketscomparison

Can you break down typical contractor remodeling cost estimates for replacing a roof versus installing new energy efficient windows?

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 break down typical contractor remodeling cost estimates for replacing a roof versus installing new energy efficient windows?
2 real searches · 1 real-search pass
2026 Austin Texas average roof replacement cost asphalt shingles per square foot contractor estimateGoogle ↗
OBSERVED
2026 Austin Texas energy efficient window replacement cost per window installed Low-E double paneGoogle ↗
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 Austin Texas average roof replacement cost asphalt shingles per square foot contractor estimate Google ↗
2026 Austin Texas energy efficient window replacement cost per window installed Low-E double pane Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Austin Texas average roof replacement cost asphalt shingles per square foot contractor estimate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Austin Texas energy efficient window replacement cost per window installed Low-E double pane
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1