Real ChatGPT answer · index seed3m0ux7XETGkcompleteHome services and improvement · solar panelsbrand

Are there any new brands of solar roof shingles competing with Tesla that actually have good pricing and availability?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any new brands of solar roof shingles competing with Tesla that actually have good pricing and availability?
1 real search · 1 real-search pass
2026 solar roof shingles competitors Tesla GAF Timberline Solar CertainTeed Solstice pricing availability installersGoogle ↗
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 competitors Tesla GAF Timberline Solar CertainTeed Solstice pricing availability installers Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 solar roof shingles competitors Tesla GAF Timberline Solar CertainTeed Solstice pricing availability installers
OBSERVED
Google ↗
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