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Are Tesla solar shingles cheaper overall than buying a brand new roof and adding standard REC panels on top

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Tesla solar shingles cheaper overall than buying a brand new roof and adding standard REC panels on top
2 real searches · 1 real-search pass
2026 Tesla Solar Roof cost per square foot installed compared with new asphalt roof plus REC solar panels cost 2026Google ↗
OBSERVEDComparison
2026 US residential clean energy tax credit solar 25D expiration 2025 current lawGoogle ↗
OBSERVEDConsequence

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). 1 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 Tesla Solar Roof cost per square foot installed compared with new asphalt roof plus REC solar panels cost 2026 Google ↗
2026 US residential clean energy tax credit solar 25D expiration 2025 current law Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Tesla Solar Roof cost per square foot installed compared with new asphalt roof plus REC solar panels cost 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 US residential clean energy tax credit solar 25D expiration 2025 current law
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1