Category AI Visibility Report
Book Accessories 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
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Est. AI queries / month
6
Buyer topics monitored
20
Brands on the AI shelf
2
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 6 buyer topics in Book Accessories across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- SupeDesk leads the AI shelf with 6.6% of brand mentions, followed by MEEDEN (4.8%) and Ox & Pine (3.1%). The top three hold 14.5% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “cookbook book stands” (top keyword “cookery book stands”, ~12,100 searches/mo).
- AI answers lean on reddit.com most (29% 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 | SupeDesk | 152 | 6.6% |
| 2 | MEEDEN | 110 | 4.8% |
| 3 | Ox & Pine | 72 | 3.1% |
| 4 | Yamazaki Home | 68 | 2.9% |
| 5 | Levo | 65 | 2.8% |
| 6 | Northwind | 64 | 2.8% |
| 7 | BygoneMark | 55 | 2.4% |
| 8 | Uncaged Ergonomics | 49 | 2.1% |
| 9 | Fellowes | 47 | 2% |
| 10 | Staples | 44 | 1.9% |
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 |
|---|---|---|---|
| cookbook book stands | — | cookery book stands | 12,100 |
| book stands for reading | — | book stand for reading | 2,900 |
| book stands for display | — | book display stand | 3,600 |
| magnetic bookmarks | — | magnetic bookmarks | 9,900 |
| custom bookmarks | — | custom made bookmarks | 8,100 |
| cross stitch bookmarks | — | cross stitching bookmarks | 1,900 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 102 | 29% |
| etsy.com | 40 | 11.4% |
| austingallery.org | 26 | 7.4% |
| drshtaygen.com | 22 | 6.3% |
| magicalbookmarks.com | 18 | 5.1% |
| skywarriorbooks.com | 14 | 4% |
| demco.com | 13 | 3.7% |
| parade.com | 13 | 3.7% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Book Stands | — | 3 | SupeDesk |
| Bookmarks | — | 3 | Ox & Pine |
FAQ
Which brands do AI assistants recommend most for book accessories?
Over the last 30 days the top brands by AI mention share are: SupeDesk (6.6%), MEEDEN (4.8%), Ox & Pine (3.1%), Yamazaki Home (2.9%), Levo (2.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about book accessories?
GEOly estimates ~0 AI queries per month in this category across 6 buyer topics, led by “cookbook book stands”.
Which sources do AI engines cite for book accessories?
The most-cited domains are: reddit.com, etsy.com, austingallery.org, drshtaygen.com, magicalbookmarks.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.