Luxury Tech Upgrader
AI recommendation signal analysis across 350 domains for the Luxury Tech Upgrader persona in Residential Solar Installers.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
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Crack the listicles
The "top and best" roundups that define this market for searchers and LLMs alike. These lists feed AI recommendations directly, so getting added to them is one of the highest-leverage moves in this report.
Where the numbers come from
We run top, best companies queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Top, Best Companies
Domains appearing in Google results for Luxury Tech Upgrader's Research: Top, Best Companies queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for Luxury Tech Upgrader's Research: Top, Best Companies queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 40 | best solar |
| 28 | solar panel |
| 22 | solar companies |
| 18 | solar panels |
| 13 | companies in |
| 13 | top 10 |
| 13 | the best |
| 12 | 10 solar |
| 11 | panel manufacturers |
| 11 | in the |
| 10 | top solar |
| 10 | top 5 |
| 10 | manufacturers in |
| 9 | 5 best |
| 8 | panels in |
| 8 | in 2025 |
| 6 | panel brands |
| 5 | in california |
| 5 | solar power |
| 5 | of 2026 |
| 5 | in 2026 |
| 4 | companies of |
| 4 | are the |
| 4 | the top |
| 4 | panel companies |
3-grams
| 16 | best solar companies |
| 14 | best solar panels |
| 11 | top 10 solar |
| 11 | solar panel manufacturers |
| 11 | the best solar |
| 10 | solar companies in |
| 9 | 5 best solar |
| 8 | solar panels in |
| 7 | 10 solar panel |
| 7 | panel manufacturers in |
| 7 | manufacturers in the |
| 6 | solar panel brands |
| 5 | top 5 best |
| 4 | companies in california |
| 4 | solar panel companies |
| 4 | in the world |
| 4 | best solar panel |
| 3 | in california 2026 |
| 3 | solar companies of |
| 3 | companies of 2026 |
| 3 | top solar companies |
| 3 | companies in the |
| 3 | panels in 2025 |
| 2 | solar power world |
| 2 | top solar contractors |
4-grams
| 8 | best solar companies in |
| 8 | best solar panels in |
| 7 | top 10 solar panel |
| 7 | solar panel manufacturers in |
| 6 | panel manufacturers in the |
| 5 | top 5 best solar |
| 4 | solar companies in california |
| 4 | 10 solar panel manufacturers |
| 4 | 5 best solar panels |
| 4 | manufacturers in the world |
| 4 | the best solar panels |
| 3 | companies in california 2026 |
| 3 | best solar companies of |
| 3 | solar companies of 2026 |
| 3 | 5 best solar companies |
| 3 | the best solar companies |
| 3 | solar panels in 2025 |
| 2 | top solar contractors list |
| 2 | who are the top |
| 2 | solar companies in texas |
| 2 | top 5 solar panel |
| 2 | what are the best |
| 2 | are the best solar |
| 2 | solar panels in 2026 |
| 2 | panels in 2026 full |
5-grams
| 6 | solar panel manufacturers in the |
| 4 | best solar companies in california |
| 4 | top 10 solar panel manufacturers |
| 4 | top 5 best solar panels |
| 4 | panel manufacturers in the world |
| 3 | solar companies in california 2026 |
| 3 | best solar companies of 2026 |
| 3 | the best solar panels in |
| 3 | 10 solar panel manufacturers in |
| 3 | best solar panels in 2025 |
| 2 | best solar companies in texas |
| 2 | 5 best solar companies in |
| 2 | what are the best solar |
| 2 | are the best solar panels |
| 2 | best solar panels in 2026 |
| 2 | solar panels in 2026 full |
| 2 | panels in 2026 full review |
| 2 | in 2026 full review update |
| 2 | panel manufacturers in the us |
| 2 | s top 10 solar panel |
| 2 | top 10 solar panel brands |
| 2 | how this company is making |
| 2 | this company is making solar |
| 2 | company is making solar design |
| 2 | is making solar design smarter |
6-grams
| 4 | solar panel manufacturers in the world |
| 3 | best solar companies in california 2026 |
| 3 | top 10 solar panel manufacturers in |
| 3 | 10 solar panel manufacturers in the |
| 2 | 5 best solar companies in california |
| 2 | what are the best solar panels |
| 2 | are the best solar panels in |
| 2 | the best solar panels in 2026 |
| 2 | best solar panels in 2026 full |
| 2 | solar panels in 2026 full review |
| 2 | panels in 2026 full review update |
| 2 | solar panel manufacturers in the us |
| 2 | s top 10 solar panel brands |
| 2 | how this company is making solar |
| 2 | this company is making solar design |
| 2 | company is making solar design smarter |
| 2 | is making solar design smarter forbes |
| 2 | top 5 best solar panels in |
| 1 | solar companies in california 2026 edition |
| 1 | any consensus on the best residential |
| 1 | consensus on the best residential solar |
| 1 | on the best residential solar brand |
| 1 | the best residential solar brand s |
| 1 | solar companies in california 2026 guide |
| 1 | solar power world s annual top |
7-grams
| 3 | top 10 solar panel manufacturers in the |
| 2 | what are the best solar panels in |
| 2 | are the best solar panels in 2026 |
| 2 | the best solar panels in 2026 full |
| 2 | best solar panels in 2026 full review |
| 2 | solar panels in 2026 full review update |
| 2 | 10 solar panel manufacturers in the world |
| 2 | how this company is making solar design |
| 2 | this company is making solar design smarter |
| 2 | company is making solar design smarter forbes |
| 1 | best solar companies in california 2026 edition |
| 1 | any consensus on the best residential solar |
| 1 | consensus on the best residential solar brand |
| 1 | on the best residential solar brand s |
| 1 | best solar companies in california 2026 guide |
| 1 | solar power world s annual top solar |
| 1 | power world s annual top solar contractors |
| 1 | world s annual top solar contractors list |
| 1 | american made solar panels who are the |
| 1 | made solar panels who are the top |
| 1 | top 5 best solar panels going into |
| 1 | 5 best solar panels going into 2025 |
| 1 | 7 best solar companies in texas 2026 |
| 1 | best solar companies in texas 2026 top |
| 1 | solar companies in texas 2026 top solar |