Real ChatGPT answer · index seediN1VNb0W3KIcompleteHome services and improvement · roofingcomparison

Is a metal roof installation quote from a door-to-door contractor usually higher than going through a reputable local roofing supply company

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a metal roof installation quote from a door-to-door contractor usually higher than going through a reputable local roofing supply company
1 real search · 1 real-search pass
door to door roofing contractor sales commissions markup roofing quote compare local contractor metal roof pricing adviceGoogle ↗
OBSERVEDComparison

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.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
door to door roofing contractor sales commissions markup roofing quote compare local contractor metal roof pricing advice Google ↗
  1. MRA_Buyers Guide Update 2024-03-18.indd · metalroofing.com
  2. Microsoft Word · skroofing.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
door to door roofing contractor sales commissions markup roofing quote compare local contractor metal roof pricing advice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1