Category AI Visibility Report
Spinning Wheels 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
≈1,261
Est. AI queries / month
6
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 6 buyer topics in Spinning Wheels across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,261 AI queries per month.
- Ashford leads the AI shelf with 28.6% of brand mentions, followed by Schacht (13.8%) and Kromski (11.5%). The top three hold 53.9% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “electric spinning wheels” (top keyword “electric spinning wheels”, ~880 searches/mo).
- AI answers lean on reddit.com most (54.7% 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 | Ashford | 896 | 28.6% |
| 2 | Schacht | 432 | 13.8% |
| 3 | Kromski | 359 | 11.5% |
| 4 | dae | 337 | 10.8% |
| 5 | Louët | 218 | 7% |
| 6 | Lendrum | 183 | 5.8% |
| 7 | Electric Eel Wheel | 159 | 5.1% |
| 8 | Majacraft | 146 | 4.7% |
| 9 | SpinOlution | 92 | 2.9% |
| 10 | Lojan | 56 | 1.8% |
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 |
|---|---|---|---|
| electric spinning wheels | ≈636 | electric spinning wheels | 880 |
| portable spinning wheels | ≈625 | portable spinning wheels | 590 |
| spinning wheels for yarn | — | spinning wheels ashford | 12,100 |
| best spinning wheels | — | spinning wheels | 550,000 |
| saxony spinning wheels | — | traditional spinning wheels | 1,300 |
| castle spinning wheels | — | castle spinning wheel | 1,000 |
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 | 269 | 54.7% |
| daedalusspinningwheels.com | 31 | 6.3% |
| schachtspindle.com | 29 | 5.9% |
| ashford.co.nz | 25 | 5.1% |
| kromski.com | 18 | 3.7% |
| paradisefibers.com | 18 | 3.7% |
| woolhall.com | 16 | 3.3% |
| tisseetfile.com | 11 | 2.2% |
Related category reports
FAQ
Which brands do AI assistants recommend most for spinning wheels?
Over the last 30 days the top brands by AI mention share are: Ashford (28.6%), Schacht (13.8%), Kromski (11.5%), dae (10.8%), Louët (7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about spinning wheels?
GEOly estimates ~1,261 AI queries per month in this category across 6 buyer topics, led by “electric spinning wheels”.
Which sources do AI engines cite for spinning wheels?
The most-cited domains are: reddit.com, daedalusspinningwheels.com, schachtspindle.com, ashford.co.nz, kromski.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.