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What are the best solar roof panels?

A commercial recommendation prompt. We size how many people ask ChatGPT this from real search demand, then run it through ChatGPT to see which websites it recommends.

Est. people asking / mo
2.8K
CPC
$0.84
Total est. value / mo
$144
Common ways people ask this (15)
  • What are the best solar roof panels for homes?
  • What are the best solar roof panels for commercial buildings?
  • What are the best solar roof panels for new construction?
  • What are the best solar roof panels for roof replacement?
  • What are the best solar roof panels for high-efficiency output?
  • What are the best solar roof panels for limited roof space?
  • What are the best solar roof panels for shaded roofs?
  • What are the best solar roof panels for hot climates?
  • What are the best solar roof panels for cold climates?
  • What are the best solar roof panels for storm resistance?
  • What are the best solar roof panels for aesthetic appearance?
  • What are the best solar roof panels for energy storage systems?
  • What are the best solar roof panels for off-grid use?
  • What are the best solar roof panels for budget installations?
  • What are the best solar roof panels for long warranties?

What ChatGPT actually answered

One of the 5 times we asked ChatGPT this, verbatim. The leaderboard below aggregates all 5 runs.

Websites ChatGPT recommends for this prompt

Aggregated across 5 runs (min 2/5 appearances). Estimated visits split the prompt's demand by rank. Sites matching the prompt's own brand are marked branded and excluded from the leaderboard.

RankWebsiteAppearsEst. visits / moEst. value / mo
1 tesla.com 5/5 56 $46
2 solarreviews.com 5/5 33 $27
3 sunpower.com 4/5 22 $18
4 energysage.com 4/5 15 $12
5 energy.gov 4/5 11 $9
6 sunrun.com 4/5 8 $6
7 palmetto.com 4/5 6 $5
8 roofit.solar 5/5 5 $3
9 vivintsolar.com 3/5 4 $3
10 panasonic.com 2/5 3 $2
11 projectsolar.com 3/5 2 $1
12 gaf.com 3/5 2 $1
13 lg.com 2/5 1 $1
14 recgroup.com 2/5 1 $0
15 enphase.com 2/5 1 $0
16 firstsolar.com 2/5 1 $0
17 certainteed.com 3/5 1 $0
18 solar.com brand 4/5 0 $0
19 seia.org 2/5 0 $0
20 solar-estimate.org 2/5 0 $0
How is this estimated?

ChatGPT doesn't publish prompts, so we don't show logged conversations. We measure real demand for this topic from Google search volume, scale it to ChatGPT's user base (on average about 1 ChatGPT user for every 8 Google searchers, a ratio that varies by topic), and run the prompt through ChatGPT 5 times to record which websites it recommends and in what order. Estimated visits split that demand across the recommended sites by a click-through-by-rank curve. Every number is a modeled estimate, not measured analytics. Full methodology →