Real ChatGPT answer · index seedKZkELjZABsEcompleteHome services and improvement · solar panelsinformational

Is it actually cheaper to buy solar panels outright with a personal loan or should I look into a power purchase agreement?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it actually cheaper to buy solar panels outright with a personal loan or should I look into a power purchase agreement?
2 real searches · 1 real-search pass
2026 United States residential solar federal tax credit 25D expiration 2025 PPA third party owned 48E current lawGoogle ↗
OBSERVEDConsequence
Department of Energy solar loan vs power purchase agreement PPA escalator consumer guideGoogle ↗
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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / 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 United States residential solar federal tax credit 25D expiration 2025 PPA third party owned 48E current law Google ↗
Department of Energy solar loan vs power purchase agreement PPA escalator consumer guide Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 United States residential solar federal tax credit 25D expiration 2025 PPA third party owned 48E current law
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Department of Energy solar loan vs power purchase agreement PPA escalator consumer guide
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1