Real ChatGPT answer · index seed3cRU8VFGqIMcompleteTelecom and utilities · energy efficiencyinformational

What financial considerations are important when deciding between a residential solar battery and a traditional grid tied solar installation without battery backup?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What financial considerations are important when deciding between a residential solar battery and a traditional grid tied solar installation without battery backup?
2 real searches · 1 real-search pass
2026 residential solar battery federal tax credit Section 25D expiration 2025 IRS officialGoogle ↗
OBSERVEDConsequence
Department of Energy home battery storage solar net metering time of use financial considerations battery degradation warrantyGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 residential solar battery federal tax credit Section 25D expiration 2025 IRS official Google ↗
Department of Energy home battery storage solar net metering time of use financial considerations battery degradation warranty Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 residential solar battery federal tax credit Section 25D expiration 2025 IRS official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Department of Energy home battery storage solar net metering time of use financial considerations battery degradation warranty
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1