Real ChatGPT answer · index seedVXo87FMguVMcompleteHome services and improvement · roofingcomparison

Could you walk me through the ridge vent installation process step by step because I want to improve attic ventilation on my DIY garage project?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Could you walk me through the ridge vent installation process step by step because I want to improve attic ventilation on my DIY garage project?
2 real searches · 1 real-search pass
ridge vent installation instructions manufacturer cut slot roof sheathing net free area soffit intake ventilationGoogle ↗
OBSERVEDInstruction
Virginia residential code attic ventilation ridge vent 1:300 1:150 requirementsGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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

Searches and sources

ChatGPT2 real searches · gpt-6
ridge vent installation instructions manufacturer cut slot roof sheathing net free area soffit intake ventilation Google ↗
Virginia residential code attic ventilation ridge vent 1:300 1:150 requirements Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ridge vent installation instructions manufacturer cut slot roof sheathing net free area soffit intake ventilation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Virginia residential code attic ventilation ridge vent 1:300 1:150 requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1