Category AI Visibility Report
Power Inverters 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
≈1,036
Est. AI queries / month
7
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 7 buyer topics in Power Inverters across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,036 AI queries per month.
- Renogy leads the AI shelf with 12.4% of brand mentions, followed by Victron Energy (9.8%) and Samlex (6.8%). The top three hold 29% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “power inverters for RVs” (top keyword “go power inverters”, ~390 searches/mo).
- AI answers lean on reddit.com most (27.5% 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 | 430 | 12.4% |
| 2 | Victron Energy | 338 | 9.8% |
| 3 | Samlex | 234 | 6.8% |
| 4 | AIMS Power | 231 | 6.7% |
| 5 | Xantrex | 175 | 5.1% |
| 6 | Enphase | 154 | 4.5% |
| 7 | SolarEdge | 140 | 4% |
| 8 | BESTEK | 118 | 3.4% |
| 9 | Fronius | 96 | 2.8% |
| 10 | SMA | 95 | 2.7% |
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 |
|---|---|---|---|
| power inverters for RVs | ≈529 | go power inverters | 390 |
| solar power inverters | ≈507 | outback power inverters | 480 |
| battery power inverters | — | portable power inverter with battery | 720 |
| power inverters for cars | — | portable power inverters for cars | 880 |
| pure sine wave power inverters | — | pure sine power inverters | 880 |
| power inverters for trucks | — | 24 volt power inverters | 720 |
| power inverters for homes | — | 5000w power inverters | 590 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 98 | 27.5% |
| samlexamerica.com | 39 | 10.9% |
| renogy.com | 27 | 7.6% |
| caranddriver.com | 24 | 6.7% |
| offgridbenchmark.com | 18 | 5% |
| powerinverters.com | 17 | 4.8% |
| xantrex.com | 15 | 4.2% |
| energysage.com | 13 | 3.6% |
FAQ
Which brands do AI assistants recommend most for power inverters?
Over the last 30 days the top brands by AI mention share are: Renogy (12.4%), Victron Energy (9.8%), Samlex (6.8%), AIMS Power (6.7%), Xantrex (5.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about power inverters?
GEOly estimates ~1,036 AI queries per month in this category across 7 buyer topics, led by “power inverters for RVs”.
Which sources do AI engines cite for power inverters?
The most-cited domains are: reddit.com, samlexamerica.com, renogy.com, caranddriver.com, offgridbenchmark.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.