Real ChatGPT answer · index seedA5lJ8TSAKSQcompleteTelecom and utilities · energy efficiencyinformational

Are there emerging tax credits or manufacturer incentives for upgrading legacy lighting controls to smart dimmers that support advanced energy dashboards?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there emerging tax credits or manufacturer incentives for upgrading legacy lighting controls to smart dimmers that support advanced energy dashboards?
3 real searches · 1 real-search pass
2026 US federal tax incentives lighting controls smart dimmers 179D 25C current law 2026Google ↗
OBSERVEDConsequence
2026 utility rebates networked lighting controls smart dimmers manufacturer incentives energy dashboards DLC qualified productsGoogle ↗
OBSERVEDComparison
Virginia utility rebates smart lighting controls commercial residential 2026 Dominion Energy LeesburgGoogle ↗
OBSERVEDReason

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%Consequence33%Reason33%DefinitionInstructionYes / 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
2026 US federal tax incentives lighting controls smart dimmers 179D 25C current law 2026 Google ↗
2026 utility rebates networked lighting controls smart dimmers manufacturer incentives energy dashboards DLC qualified products Google ↗
Virginia utility rebates smart lighting controls commercial residential 2026 Dominion Energy Leesburg Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 US federal tax incentives lighting controls smart dimmers 179D 25C current law 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2026 utility rebates networked lighting controls smart dimmers manufacturer incentives energy dashboards DLC qualified products
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Virginia utility rebates smart lighting controls commercial residential 2026 Dominion Energy Leesburg
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1