Real ChatGPT answer · index seedp15xyuTJ7skcompleteHome services and improvement · roofingcommercial

How do local building codes affect ventilation requirements when upgrading residential attic insulation and roofing?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do local building codes affect ventilation requirements when upgrading residential attic insulation and roofing?
2 real searches · 1 real-search pass
Louisiana residential building code adopted IRC attic ventilation requirements Oak Grove Louisiana 2026Google ↗
OBSERVED
Louisiana State Uniform Construction Code residential code attic ventilation IRC 2021 2024Google ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Louisiana residential building code adopted IRC attic ventilation requirements Oak Grove Louisiana 2026 Google ↗
Louisiana State Uniform Construction Code residential code attic ventilation IRC 2021 2024 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Louisiana residential building code adopted IRC attic ventilation requirements Oak Grove Louisiana 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Louisiana State Uniform Construction Code residential code attic ventilation IRC 2021 2024
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1