Research
Commercial Solar AI Research
We continuously study how ChatGPT, Gemini, Google AI, Claude, and Perplexity recommend commercial solar companies.
Latest Research
Reports, not blog posts.
Arizona Commercial Solar AI Benchmark 2026
We analyzed how AI recommends commercial solar companies in Arizona.
Read ReportCommercial Buyer Prompts
The questions business owners ask AI before hiring a solar company.
Read ReportKey Findings
What we keep seeing.
Finding #1
Only 4–6 companies are consistently recommended by AI for most commercial solar searches.
Finding #2
Many excellent installers rarely appear in AI recommendations.
Finding #3
Companies with stronger online authority are recommended more often.
Coverage
AI platforms we track.
ChatGPTGeminiClaudePerplexityGoogle AI
We monitor how these AI systems describe and recommend commercial solar companies.