Real ChatGPT answer · index seedujDbJ3dFyqgcompleteTelecom and utilities · energy efficiencycommercial

What are the specific R value requirements for updating exterior wall insulation during a deep energy retrofit of a 1950s ranch style home?

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 specific R value requirements for updating exterior wall insulation during a deep energy retrofit of a 1950s ranch style home?
3 real searches · 1 real-search pass
Odessa Texas adopted residential energy code 2024 2021 IECC climate zone exterior wall insulation requirements existing home retrofitGoogle ↗
OBSERVEDInstruction
2021 IECC Table R402.1.3 climate zone 3 wood frame wall R-20 R-13+5 continuous insulationGoogle ↗
OBSERVEDReason
DOE deep energy retrofit exterior wall insulation recommendations climate zone 3 existing homesGoogle ↗
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 (3)
Short factOther / navigationalComparison33%ConsequenceReason33%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 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
Odessa Texas adopted residential energy code 2024 2021 IECC climate zone exterior wall insulation requirements existing home retrofit Google ↗
2021 IECC Table R402.1.3 climate zone 3 wood frame wall R-20 R-13+5 continuous insulation Google ↗
DOE deep energy retrofit exterior wall insulation recommendations climate zone 3 existing homes Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Odessa Texas adopted residential energy code 2024 2021 IECC climate zone exterior wall insulation requirements existing home retrofit
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
2021 IECC Table R402.1.3 climate zone 3 wood frame wall R-20 R-13+5 continuous insulation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
DOE deep energy retrofit exterior wall insulation recommendations climate zone 3 existing homes
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1