Real ChatGPT answer · index seedT2DCeC1v36gcompleteHome services and improvement · roofingcommercial

How quickly can a reputable crew replace a leaking lead pipe boot before it rots all the wood framing in my attic.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How quickly can a reputable crew replace a leaking lead pipe boot before it rots all the wood framing in my attic.
1 real search · 1 real-search pass
Dothan Alabama roofing contractors pipe boot replacement roof leak repair reputable rooferGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Dothan Alabama roofing contractors pipe boot replacement roof leak repair reputable roofer Google ↗
  1. Roof Leak Repair Dothan AL · macconstructionofdothan.com
  2. Affordable Roof Repair Dothan AL, Get Same-Day Response · macconstructionofdothan.com
  3. Apex General Construction LLC · bbb.org
  4. Best Roofers in Dothan, AL (2026): 49 Ranked · contractorsranked.com
  5. Expert Roofing Webb AL · macconstructionofdothan.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Dothan Alabama roofing contractors pipe boot replacement roof leak repair reputable roofer
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1