Real ChatGPT answer · index seedyKbsdiGjGj8completeTelecom and utilities · energy efficiencyinformational

Which type of insulation at Home Depot gives the best return on investment for an older house in a cold climate on a tight budget?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which type of insulation at Home Depot gives the best return on investment for an older house in a cold climate on a tight budget?
1 real search · 1 real-search pass
best insulation upgrades older homes cold climate attic air sealing cellulose fiberglass ROI DOE ENERGY STAR R valueGoogle ↗
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). 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
best insulation upgrades older homes cold climate attic air sealing cellulose fiberglass ROI DOE ENERGY STAR R value Google ↗
  1. View at Home Depot · homedepot.com
  2. View at Home Depot · homedepot.com
  3. Methodology for Estimated Energy Savings · energystar.gov
  4. Well-Insulated and Sealed Attic · energystar.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best insulation upgrades older homes cold climate attic air sealing cellulose fiberglass ROI DOE ENERGY STAR R value
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1