Real ChatGPT answer · index seedrAN8sWnhzNAcompleteHome services and improvement · contractors and remodelinglocal

I need a window replacement cost estimator that reflects current material shortages and labor rates in the Minneapolis Saint Paul metro area.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need a window replacement cost estimator that reflects current material shortages and labor rates in the Minneapolis Saint Paul metro area.
2 real searches · 1 real-search pass
2026 Minneapolis Saint Paul window replacement cost labor rates material shortages window supply availability MinnesotaGoogle ↗
OBSERVED
Minnesota construction labor wage rates 2026 window installers Minneapolis St PaulGoogle ↗
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 Minneapolis Saint Paul window replacement cost labor rates material shortages window supply availability Minnesota Google ↗
Minnesota construction labor wage rates 2026 window installers Minneapolis St Paul Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Minneapolis Saint Paul window replacement cost labor rates material shortages window supply availability Minnesota
OBSERVED
Google ↗
AI Mode ↗
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of 1
Minnesota construction labor wage rates 2026 window installers Minneapolis St Paul
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1