Real ChatGPT answer · index seedUfmPyesBa08completeTelecom and utilities · energy efficiencycommercial

What are the industry standards for air sealing an attic floor before blowing in new cellulose insulation to achieve a tight building envelope?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the industry standards for air sealing an attic floor before blowing in new cellulose insulation to achieve a tight building envelope?
3 real searches · 1 real-search pass
DOE attic air sealing air barrier before insulation cellulose attic floor guidance ENERGY STAR attic air sealing checklistGoogle ↗
OBSERVEDInstruction
Building America attic air sealing top plates penetrations fireblocking insulation installation guidanceGoogle ↗
OBSERVEDInstruction
2021 IRC attic air sealing fireblocking insulation recessed lights chimney clearance requirementsGoogle ↗
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 (3)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
DOE attic air sealing air barrier before insulation cellulose attic floor guidance ENERGY STAR attic air sealing checklist Google ↗
Building America attic air sealing top plates penetrations fireblocking insulation installation guidance Google ↗
2021 IRC attic air sealing fireblocking insulation recessed lights chimney clearance requirements Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
DOE attic air sealing air barrier before insulation cellulose attic floor guidance ENERGY STAR attic air sealing checklist
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Building America attic air sealing top plates penetrations fireblocking insulation installation guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
2021 IRC attic air sealing fireblocking insulation recessed lights chimney clearance requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1