Real ChatGPT answer · index seedEDNqFU1WmtAcompleteHome services and improvement · roofingcomparison

Is a Tesla solar roof integration system actually worth the extra cost compared to traditional roof shingles plus standard solar panels for a middle class family budget?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is a Tesla solar roof integration system actually worth the extra cost compared to traditional roof shingles plus standard solar panels for a middle class family budget?
3 real searches · 1 real-search pass
2026 federal residential clean energy credit Section 25D expiration residential solar 2025 IRSGoogle ↗
OBSERVEDConsequence
Tesla Solar Roof cost per square foot 2026 compared with asphalt roof solar panels installed cost United StatesGoogle ↗
OBSERVEDComparison
Tesla Solar Roof warranty powerwall roof replacement cost traditional solar panels 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). 1 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 residential clean energy credit Section 25D expiration residential solar 2025 IRS Google ↗
Tesla Solar Roof cost per square foot 2026 compared with asphalt roof solar panels installed cost United States Google ↗
Tesla Solar Roof warranty powerwall roof replacement cost traditional solar panels comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal residential clean energy credit Section 25D expiration residential solar 2025 IRS
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Tesla Solar Roof cost per square foot 2026 compared with asphalt roof solar panels installed cost United States
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Tesla Solar Roof warranty powerwall roof replacement cost traditional solar panels comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1