Real ChatGPT answer · index seedJb133cwtqYUcompleteHome services and improvement · roofinginformational

How do modern Tesla solar roof tiles compare in total cost and efficiency to standard panels mounted on top of shingles?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do modern Tesla solar roof tiles compare in total cost and efficiency to standard panels mounted on top of shingles?
2 real searches · 1 real-search pass
Tesla Solar Roof 2026 cost per watt efficiency solar tiles compared conventional rooftop solar panels cost installationGoogle ↗
OBSERVEDComparison
Tesla Solar Roof pricing efficiency tile wattage versus conventional solar panels 2025 2026 independent 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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
Tesla Solar Roof 2026 cost per watt efficiency solar tiles compared conventional rooftop solar panels cost installation Google ↗
Tesla Solar Roof pricing efficiency tile wattage versus conventional solar panels 2025 2026 independent comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Tesla Solar Roof 2026 cost per watt efficiency solar tiles compared conventional rooftop solar panels cost installation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Tesla Solar Roof pricing efficiency tile wattage versus conventional solar panels 2025 2026 independent comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1