Real ChatGPT answer · index seed07L0nKtufoMcompleteTelecom and utilities · energy efficiencyinformational

What financial incentives are utility companies offering right now for homeowners upgrading their attic insulation?

ChatGPTgpt-66 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What financial incentives are utility companies offering right now for homeowners upgrading their attic insulation?
6 real searches · 1 real-search pass
Dallas Texas utility attic insulation rebate 2026 Oncor residential insulation incentives currentGoogle ↗
OBSERVEDConsequence
Texas electric utility attic insulation rebate 2026 homeowner insulation program DallasGoogle ↗
OBSERVEDComparison
2026 federal tax credit attic insulation homeowners Section 25C current lawGoogle ↗
OBSERVEDConsequence
Dallas Texas 2026 attic insulation rebates Oncor utility homeowners incentives current November 2026Google ↗
OBSERVEDConsequence
Texas utility attic insulation incentives 2026 Atmos Energy CenterPoint electric insulation rebate homeownersGoogle ↗
OBSERVEDComparison
Dallas Fort Worth attic insulation rebate utility programs Oncor 2026 homeownersGoogle ↗
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 (6)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT6 real searches · gpt-6
Dallas Texas utility attic insulation rebate 2026 Oncor residential insulation incentives current Google ↗
Texas electric utility attic insulation rebate 2026 homeowner insulation program Dallas Google ↗
2026 federal tax credit attic insulation homeowners Section 25C current law Google ↗
Dallas Texas 2026 attic insulation rebates Oncor utility homeowners incentives current November 2026 Google ↗
Texas utility attic insulation incentives 2026 Atmos Energy CenterPoint electric insulation rebate homeowners Google ↗
Dallas Fort Worth attic insulation rebate utility programs Oncor 2026 homeowners Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

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Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Dallas Texas utility attic insulation rebate 2026 Oncor residential insulation incentives current
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Texas electric utility attic insulation rebate 2026 homeowner insulation program Dallas
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 federal tax credit attic insulation homeowners Section 25C current law
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Dallas Texas 2026 attic insulation rebates Oncor utility homeowners incentives current November 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Texas utility attic insulation incentives 2026 Atmos Energy CenterPoint electric insulation rebate homeowners
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Dallas Fort Worth attic insulation rebate utility programs Oncor 2026 homeowners
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1