Real ChatGPT answer · index seed6TGHDtIB0AMcompleteReal estate · new constructioninformational

Which exterior siding materials offer the highest energy efficiency ratings to help keep my monthly electric bill down in my new retirement build?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which exterior siding materials offer the highest energy efficiency ratings to help keep my monthly electric bill down in my new retirement build?
1 real search · 1 real-search pass
DOE exterior siding insulation R-value continuous insulation thermal bridging insulated vinyl siding energy efficiency building envelopeGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
DOE exterior siding insulation R-value continuous insulation thermal bridging insulated vinyl siding energy efficiency building envelope Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
DOE exterior siding insulation R-value continuous insulation thermal bridging insulated vinyl siding energy efficiency building envelope
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1