Real ChatGPT answer · index seedwTun7bbezGkcompleteHome services and improvement · roofingcomparison
What is the difference between ridge vent installation costs and gable vents, and which option keeps attic temperatures lower during peak summer heat?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference between ridge vent installation costs and gable vents, and which option keeps attic temperatures lower during peak summer heat?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT2 real searches · gpt-6
ridge vent installation cost vs gable vent installation cost 2026 residential attic ventilation Google ↗
ridge vent vs gable vents attic temperature summer airflow soffit ventilation building science Google ↗
- Vented versus Unvented Attic · basc.pnnl.gov
- Disaster-Resistant Roof Venting · basc.pnnl.gov
- About Attic Ventilation · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ridge vent installation cost vs gable vent installation cost 2026 residential attic ventilation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ridge vent vs gable vents attic temperature summer airflow soffit ventilation building science OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |