Real ChatGPT answer · index seedQ6IoePIrFskcompleteHome services and improvement · roofingcomparison

Can you break down the step-by-step ridge vent installation process and tell me if box vents are still better for certain roof pitches in 2024

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you break down the step-by-step ridge vent installation process and tell me if box vents are still better for certain roof pitches in 2024
1 real search · 1 real-search pass
ridge vent installation manufacturer instructions roof pitch minimum maximum box vents attic ventilation IRC net free areaGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
ridge vent installation manufacturer instructions roof pitch minimum maximum box vents attic ventilation IRC net free area Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ridge vent installation manufacturer instructions roof pitch minimum maximum box vents attic ventilation IRC net free area
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1