Category AI Visibility Report
Ultralight Aircraft 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
≈1,053
Est. AI queries / month
9
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 9 buyer topics in Ultralight Aircraft across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,053 AI queries per month.
- Kolb leads the AI shelf with 11.1% of brand mentions, followed by Quicksilver (10.4%) and Zenith (7.3%). The top three hold 28.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “ultralight aircraft for beginners” (top keyword “best ultralight aircraft”, ~590 searches/mo).
- AI answers lean on faa.gov most (11.4% 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 | Kolb | 575 | 11.1% |
| 2 | Quicksilver | 540 | 10.4% |
| 3 | Zenith | 379 | 7.3% |
| 4 | MiniMax | 370 | 7.1% |
| 5 | Kitfox | 319 | 6.2% |
| 6 | Voyager Aerolite | 309 | 6% |
| 7 | RANS | 195 | 3.8% |
| 8 | Hummel | 146 | 2.8% |
| 9 | North Wing | 133 | 2.6% |
| 10 | Challenger | 119 | 2.3% |
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 |
|---|---|---|---|
| ultralight aircraft for beginners | ≈527 | best ultralight aircraft | 590 |
| amphibious ultralight aircraft | ≈526 | amphibious ultralight aircraft | 390 |
| STOL ultralight aircraft | — | stol aircraft | 2,900 |
| ultralight aircraft for sale | — | ultralight aircraft for sale | 12,100 |
| single seat ultralight aircraft | — | single seat ultralight aircraft | 2,400 |
| 2 seat ultralight aircraft | — | two-seat ultralight aircraft | 590 |
| ultralight aircraft trikes | — | ultralight trike aircraft | 880 |
| ultralight aircraft kits | — | ultralight aircraft kit | 5,400 |
| Part 103 ultralight aircraft | — | ultralight aircraft part 103 | 720 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| faa.gov | 111 | 11.4% |
| eaa.org | 105 | 10.8% |
| reddit.com | 77 | 7.9% |
| barnstormers.com | 57 | 5.9% |
| flyminimax.com | 52 | 5.3% |
| kitplanes.com | 41 | 4.2% |
| aopa.org | 37 | 3.8% |
| northwing.com | 35 | 3.6% |
Related category reports
FAQ
Which brands do AI assistants recommend most for ultralight aircraft?
Over the last 30 days the top brands by AI mention share are: Kolb (11.1%), Quicksilver (10.4%), Zenith (7.3%), MiniMax (7.1%), Kitfox (6.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about ultralight aircraft?
GEOly estimates ~1,053 AI queries per month in this category across 9 buyer topics, led by “ultralight aircraft for beginners”.
Which sources do AI engines cite for ultralight aircraft?
The most-cited domains are: faa.gov, eaa.org, reddit.com, barnstormers.com, flyminimax.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.