Real ChatGPT answer · index seedbIcmQFBWuNccompleteHome services and improvement · roofinghowto

My wooden soffits are starting to peel and show signs of rot. How do I replace them with aluminum panels on a single-story ranch home?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My wooden soffits are starting to peel and show signs of rot. How do I replace them with aluminum panels on a single-story ranch home?
2 real searches · 1 real-search pass
aluminum soffit installation guide manufacturer F channel expansion ventilation soffit panelsGoogle ↗
OBSERVEDInstruction
Texas residential roof soffit attic ventilation requirements net free ventilating area San AntonioGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
aluminum soffit installation guide manufacturer F channel expansion ventilation soffit panels Google ↗
Texas residential roof soffit attic ventilation requirements net free ventilating area San Antonio Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
aluminum soffit installation guide manufacturer F channel expansion ventilation soffit panels
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Texas residential roof soffit attic ventilation requirements net free ventilating area San Antonio
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1