Real ChatGPT answer · index seedEJ9xwZ7QZzccompleteHome services and improvement · contractors and remodelinglocal

We are looking at replacing the vinyl siding on our colonial style home near Royal Oak and want to know current material options and pricing

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are looking at replacing the vinyl siding on our colonial style home near Royal Oak and want to know current material options and pricing
2 real searches · 1 real-search pass
2026 siding replacement cost per square foot installed vinyl fiber cement engineered wood Michigan Detroit Royal OakGoogle ↗
OBSERVED
Royal Oak Michigan siding replacement cost local siding contractors fiber cement vinyl 2026Google ↗
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 siding replacement cost per square foot installed vinyl fiber cement engineered wood Michigan Detroit Royal Oak Google ↗
Royal Oak Michigan siding replacement cost local siding contractors fiber cement vinyl 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 siding replacement cost per square foot installed vinyl fiber cement engineered wood Michigan Detroit Royal Oak
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Royal Oak Michigan siding replacement cost local siding contractors fiber cement vinyl 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1