Real ChatGPT answer · index seedFgj5NmhS1JAcompleteHome services and improvement · roofingbrand

Can you tell me if O'Hagin vents are worth the extra money for our commercial flat roof membrane options or should we stick to standard turbine vents on my company building?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you tell me if O'Hagin vents are worth the extra money for our commercial flat roof membrane options or should we stick to standard turbine vents on my company building?
1 real search · 1 real-search pass
O'Hagin vents commercial flat roof membrane compatibility turbine vents comparison roof assemblyGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
O'Hagin vents commercial flat roof membrane compatibility turbine vents comparison roof assembly Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
O'Hagin vents commercial flat roof membrane compatibility turbine vents comparison roof assembly
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1