Category AI Visibility Report
Rigid Solar Panels AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
≈9,630
Est. AI queries / month
10
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 10 buyer topics in Rigid Solar Panels across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 9,630 AI queries per month.
- Renogy leads the AI shelf with 19.8% of brand mentions, followed by REC (11%) and EcoFlow (8%). The top three hold 38.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Ground-mounted rigid solar panels” (top keyword “ground mounted solar panels”, ~3,600 searches/mo).
- AI answers lean on google.com most (27.2% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | Renogy | 1,680 | 19.8% |
| 2 | REC | 936 | 11% |
| 3 | EcoFlow | 682 | 8% |
| 4 | Maxeon | 621 | 7.3% |
| 5 | BougeRV | 442 | 5.2% |
| 6 | RICH SOLAR | 309 | 3.6% |
| 7 | Anker SOLIX | 242 | 2.9% |
| 8 | Qcells | 205 | 2.4% |
| 9 | Jackery | 201 | 2.4% |
| 10 | Jinko | 189 | 2.2% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| Ground-mounted rigid solar panels | ≈4,667 | ground mounted solar panels | 3,600 |
| Rigid solar panels for specific structures | ≈4,343 | solar panel for shed | 4,400 |
| Rigid vs. flexible solar panels comparison | ≈620 | flexible solar panels | 5,400 |
| Portable rigid solar panels | — | portable solar panels | 14,800 |
| Plug-and-play rigid solar panels | — | plug in solar panels | 9,900 |
| Rigid solar panels for off-grid living | — | solar panels for off the grid living | 18,100 |
| DIY rigid solar panel kits | — | solar panel kit | 40,500 |
| High-efficiency rigid solar panels | — | high efficiency solar panels | 12,100 |
| Rigid solar panels for RV and van | — | rv solar panels | 14,800 |
| Rigid solar panels by power output | — | 400 watt solar panel | 6,600 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| google.com | 692 | 27.2% |
| youtube.com | 679 | 26.6% |
| reddit.com | 267 | 10.5% |
| ecoflow.com | 104 | 4.1% |
| renogy.com | 101 | 4% |
| energysage.com | 98 | 3.8% |
| solartechonline.com | 55 | 2.2% |
| facebook.com | 53 | 2.1% |
FAQ
Which brands do AI assistants recommend most for rigid solar panels?
Over the last 30 days the top brands by AI mention share are: Renogy (19.8%), REC (11%), EcoFlow (8%), Maxeon (7.3%), BougeRV (5.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about rigid solar panels?
GEOly estimates ~9,630 AI queries per month in this category across 10 buyer topics, led by “Ground-mounted rigid solar panels”.
Which sources do AI engines cite for rigid solar panels?
The most-cited domains are: google.com, youtube.com, reddit.com, ecoflow.com, renogy.com. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.