Real ChatGPT answer · index seedEdUQcEwVTNQcompleteTelecom and utilities · energy efficiencylocal

How many years does it take to recoup the installation costs of spray foam insulation in an attic for a typical house in the Atlanta area?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How many years does it take to recoup the installation costs of spray foam insulation in an attic for a typical house in the Atlanta area?
1 real search · 1 real-search pass
Atlanta Georgia spray foam attic insulation cost per square foot energy savings payback period retrofitGoogle ↗
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
Atlanta Georgia spray foam attic insulation cost per square foot energy savings payback period retrofit Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Atlanta Georgia spray foam attic insulation cost per square foot energy savings payback period retrofit
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1