Real ChatGPT answer · index seedE7NTV6L4WzkcompleteHome services and improvement · roofingcommercial

Looking for the top rated contractors in Ohio who specialize in lead pipe boot replacement for commercial buildings.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for the top rated contractors in Ohio who specialize in lead pipe boot replacement for commercial buildings.
1 real search · 1 real-search pass
Ohio commercial roofing contractor "lead pipe boot" replacement commercial buildingsGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Ohio commercial roofing contractor "lead pipe boot" replacement commercial buildings Google ↗
  1. Bullet Products | Roof Vents, Pipe Boots & Roof Leak Supplies · bulletproducts.com
  2. floridabuilding.org · floridabuilding.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio commercial roofing contractor "lead pipe boot" replacement commercial buildings
OBSERVED
Google ↗
AI Mode ↗
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