Category AI Visibility Report
Label Makers 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
≈1,667
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Label Makers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,667 AI queries per month.
- Brother leads the AI shelf with 43.2% of brand mentions, followed by Dymo (18.2%) and Brady (6%). The top three hold 67.4% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Bluetooth label makers” (top keyword “bluetooth label makers”, ~1,000 searches/mo).
- AI answers lean on reddit.com most (36.5% 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 | Brother | 2,844 | 43.2% |
| 2 | Dymo | 1,201 | 18.2% |
| 3 | Brady | 392 | 6% |
| 4 | Epson | 347 | 5.3% |
| 5 | Niimbot | 346 | 5.3% |
| 6 | Phomemo | 299 | 4.5% |
| 7 | Rollo | 178 | 2.7% |
| 8 | Zebra | 160 | 2.4% |
| 9 | MUNBYN | 122 | 1.9% |
| 10 | Nelko | 74 | 1.1% |
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 |
|---|---|---|---|
| Bluetooth label makers | ≈842 | bluetooth label makers | 1,000 |
| industrial label makers | ≈825 | brady label maker | 4,400 |
| handheld label makers | — | handheld label makers | 14,800 |
| thermal label makers | — | thermal label makers | 1,000 |
| label makers for clothing | — | label makers for clothing | 1,000 |
| label makers for small business | — | label makers for small business | 1,000 |
| label makers for food | — | nutrition label makers | 5,400 |
| portable label makers | — | portable label makers | 6,600 |
| label makers for bottles and jars | — | label makers for bottles | 480 |
| label makers for home use | — | best label makers for home use | 1,600 |
| embossing label makers | — | dymo embossing label makers | 880 |
| sticker label makers | — | sticker label maker | 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 | 217 | 36.5% |
| brother-usa.com | 107 | 18% |
| bradyid.com | 26 | 4.4% |
| techgearlab.com | 19 | 3.2% |
| realsimple.com | 17 | 2.9% |
| digitalcameraworld.com | 14 | 2.4% |
| techradar.com | 14 | 2.4% |
| labelhq.net | 13 | 2.2% |
FAQ
Which brands do AI assistants recommend most for label makers?
Over the last 30 days the top brands by AI mention share are: Brother (43.2%), Dymo (18.2%), Brady (6%), Epson (5.3%), Niimbot (5.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about label makers?
GEOly estimates ~1,667 AI queries per month in this category across 12 buyer topics, led by “Bluetooth label makers”.
Which sources do AI engines cite for label makers?
The most-cited domains are: reddit.com, brother-usa.com, bradyid.com, techgearlab.com, realsimple.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.