Category AI Visibility Report
Coat Racks 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
≈3,010
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 Coat Racks across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,010 AI queries per month.
- Umbra leads the AI shelf with 6.5% of brand mentions, followed by VASAGLE (6%) and Yamazaki Home (4.1%). The top three hold 16.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Heavy duty coat racks” (top keyword “heavy duty coat racks”, ~1,300 searches/mo).
- AI answers lean on wayfair.com most (24.7% 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 | Umbra | 191 | 6.5% |
| 2 | VASAGLE | 176 | 6% |
| 3 | Yamazaki Home | 119 | 4.1% |
| 4 | Alaterre Furniture | 116 | 4% |
| 5 | 17 Stories | 86 | 2.9% |
| 6 | Latitude Run | 83 | 2.8% |
| 7 | August Grove | 75 | 2.6% |
| 8 | SONGMICS | 64 | 2.2% |
| 9 | Urban Forge | 59 | 2% |
| 10 | Lark Manor | 58 | 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 |
|---|---|---|---|
| Heavy duty coat racks | ≈1,566 | heavy duty coat racks | 1,300 |
| Portable coat racks | ≈1,444 | coat racks portable | 880 |
| Freestanding coat racks | — | freestanding coat rack | 14,800 |
| Coat racks with shoe storage | — | shoe and coat racks | 3,600 |
| Coat racks with shelves | — | coat rack shelf | 4,400 |
| Wall mounted coat racks | — | wall mounted coat rack | 9,900 |
| Coat racks with benches | — | coat racks with benches | 2,900 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| wayfair.com | 54 | 24.7% |
| reddit.com | 39 | 17.8% |
| thespruce.com | 17 | 7.8% |
| target.com | 17 | 7.8% |
| ashdeco.com | 15 | 6.8% |
| homedepot.com | 14 | 6.4% |
| archive.ph | 13 | 5.9% |
| bhg.com | 12 | 5.5% |
Related category reports
FAQ
Which brands do AI assistants recommend most for coat racks?
Over the last 30 days the top brands by AI mention share are: Umbra (6.5%), VASAGLE (6%), Yamazaki Home (4.1%), Alaterre Furniture (4%), 17 Stories (2.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about coat racks?
GEOly estimates ~3,010 AI queries per month in this category across 7 buyer topics, led by “Heavy duty coat racks”.
Which sources do AI engines cite for coat racks?
The most-cited domains are: wayfair.com, reddit.com, thespruce.com, target.com, ashdeco.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.