Real ChatGPT answer · index seedz2F2yfb8nDgcompleteHome services and improvement · solar panelscommercial

What are the current out of pocket costs for integrated solar roof shingles compared to traditional panels after factoring in tax credits?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current out of pocket costs for integrated solar roof shingles compared to traditional panels after factoring in tax credits?
1 real search · 1 real-search pass
2026 solar roof shingles installed cost per watt Tesla Solar Roof GAF Timberline Solar traditional solar panels cost tax credit residential clean energy credit expired 2025Google ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 solar roof shingles installed cost per watt Tesla Solar Roof GAF Timberline Solar traditional solar panels cost tax credit residential clean energy credit expired 2025 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 solar roof shingles installed cost per watt Tesla Solar Roof GAF Timberline Solar traditional solar panels cost tax credit residential clean energy credit expired 2025
OBSERVED
Google ↗
AI Mode ↗
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