Real ChatGPT answer · index seedyQCRk2U6xxUcompleteTelecom and utilities · energy efficiencyinformational

What are the most common DIY mistakes people make when adding attic insulation from Home Depot that end up costing them more on energy bills?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most common DIY mistakes people make when adding attic insulation from Home Depot that end up costing them more on energy bills?
1 real search · 1 real-search pass
DOE attic insulation air sealing ventilation baffles recessed lights moisture R value recommendations climate zone Dallas TexasGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
DOE attic insulation air sealing ventilation baffles recessed lights moisture R value recommendations climate zone Dallas Texas Google ↗
  1. Getting Started · energystar.gov
  2. About Attic Ventilation · energystar.gov
  3. Attic Insulation Project · energystar.gov
  4. Air Sealing Existing Attics · bsesc.energy.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
DOE attic insulation air sealing ventilation baffles recessed lights moisture R value recommendations climate zone Dallas Texas
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1