Real ChatGPT answer · index seediPhBCgiRnRwcompleteTelecom and utilities · electricity providerscomparison

Switching to solar energy for my manufacturing startup. Are the federal tax credits and utility incentives better this year than last year?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Switching to solar energy for my manufacturing startup. Are the federal tax credits and utility incentives better this year than last year?
3 real searches · 1 real-search pass
2026 federal commercial solar investment tax credit Section 48E changes 2025 law construction deadline July 4 2026 IRS guidanceGoogle ↗
OBSERVEDConsequence
Arkansas commercial solar incentives 2026 Entergy Arkansas business solar net metering incentives utilityGoogle ↗
OBSERVEDComparison
Arkansas manufacturing solar tax incentives 2025 2026 federal 48C 48E comparisonGoogle ↗
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 / navigationalComparison67%Consequence33%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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 federal commercial solar investment tax credit Section 48E changes 2025 law construction deadline July 4 2026 IRS guidance Google ↗
Arkansas commercial solar incentives 2026 Entergy Arkansas business solar net metering incentives utility Google ↗
Arkansas manufacturing solar tax incentives 2025 2026 federal 48C 48E comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal commercial solar investment tax credit Section 48E changes 2025 law construction deadline July 4 2026 IRS guidance
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Arkansas commercial solar incentives 2026 Entergy Arkansas business solar net metering incentives utility
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Arkansas manufacturing solar tax incentives 2025 2026 federal 48C 48E comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1