Real ChatGPT answer · index seedkq2xF0IexXgcompleteHome services and improvement · solar panelscomparison

Are CertainTeed solar shingles better looking and more durable than Tesla Solar Roof tiles for a historic style home?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are CertainTeed solar shingles better looking and more durable than Tesla Solar Roof tiles for a historic style home?
1 real search · 1 real-search pass
CertainTeed solar shingles Apollo II vs Tesla Solar Roof appearance durability warranty historic homeGoogle ↗
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
CertainTeed solar shingles Apollo II vs Tesla Solar Roof appearance durability warranty historic home Google ↗
  1. Roofing Shingles 101 · certainteed.ca
  2. CertainTeed Solar · usasolarpro.com
  3. Five solar roof shingles that aren’t from Tesla · arstechnica.com
  4. Solar Roof Warranty · energylibrary.tesla.com
  5. Solar Shingles: Is The Look Worth The Price? · energysage.com
  6. CertainTeed Solar · public.files.energysage.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed solar shingles Apollo II vs Tesla Solar Roof appearance durability warranty historic home
OBSERVED
Google ↗
AI Mode ↗
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