Real ChatGPT answer · index seedryLwePys8sEcompleteHome services and improvement · roofingcommercial

is ridge vent installation worth the money compared to box vents for a medium sized suburban house

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
is ridge vent installation worth the money compared to box vents for a medium sized suburban house
1 real search · 1 real-search pass
ridge vent vs box vents attic ventilation soffit intake net free area building science roofing guidance Florida hot humid climateGoogle ↗
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
ridge vent vs box vents attic ventilation soffit intake net free area building science roofing guidance Florida hot humid climate Google ↗
  1. BUILDING TECHNOLOGIES PROGRAM · energy.gov
  2. Installing Attic Ventilation · asphaltroofing.org
  3. Disaster-Resistant Roof Venting · basc.pnnl.gov
  4. Attic Insulation and Ventilation · energyresearch.ucf.edu

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ridge vent vs box vents attic ventilation soffit intake net free area building science roofing guidance Florida hot humid climate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1