Category AI Visibility Report
Sandpaper 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
≈12,103
Est. AI queries / month
17
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 17 buyer topics in Sandpaper across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 12,103 AI queries per month.
- 3M leads the AI shelf with 25.8% of brand mentions, followed by Norton (13.6%) and Mirka (10.6%). The top three hold 50% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “sandpaper for 3d printing” (top keyword “sandpaper for 3d printing”, ~2,400 searches/mo).
- AI answers lean on reddit.com most (22.1% 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 | 3M | 1,047 | 25.8% |
| 2 | Norton | 552 | 13.6% |
| 3 | Mirka | 428 | 10.6% |
| 4 | Diablo | 364 | 9% |
| 5 | 3M Cubitron | 244 | 6% |
| 6 | Gator | 166 | 4.1% |
| 7 | 3M Wetordry | 88 | 2.2% |
| 8 | Klingspor | 77 | 1.9% |
| 9 | Powertec | 75 | 1.9% |
| 10 | Klean-Strip | 72 | 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 |
|---|---|---|---|
| sandpaper for 3d printing | ≈3,302 | sandpaper for 3d printing | 2,400 |
| sandpaper sheets and pads | ≈3,067 | sheets of sandpaper | 1,300 |
| sandpaper rolls | ≈2,942 | roll of sandpaper | 1,600 |
| sandpaper for drill | ≈2,792 | sandpaper for drill | 1,300 |
| sandpaper for hardwood floors | — | sandpaper for hardwood floors | 6,600 |
| silicon carbide sandpaper | — | sandpaper for glass | 2,400 |
| wet dry sandpaper | — | wet sandpaper | 5,400 |
| aluminum oxide sandpaper | — | aluminum oxide sandpaper | 6,600 |
| sandpaper for car paint | — | sandpaper for car painting | 1,600 |
| sandpaper for painting | — | sandpaper for paint | 1,600 |
| sandpaper for metal and rust removal | — | aluminum oxide sandpaper for metal | 6,600 |
| belt sander sandpaper | — | sandpaper belt | 2,900 |
| sandpaper for wood | — | wood sandpaper | 2,900 |
| random orbital sandpaper | — | random orbital sandpaper | 14,800 |
| liquid sandpaper | — | liquid sandpaper | 9,900 |
| drywall sandpaper | — | drywall sandpaper | 4,400 |
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 | 215 | 22.1% |
| 3m.com | 193 | 19.8% |
| nortonabrasives.com | 105 | 10.8% |
| homedepot.com | 79 | 8.1% |
| lowes.com | 70 | 7.2% |
| engineerfix.com | 38 | 3.9% |
| fastplus.us | 26 | 2.7% |
| finewoodworking.com | 23 | 2.4% |
Related category reports
FAQ
Which brands do AI assistants recommend most for sandpaper?
Over the last 30 days the top brands by AI mention share are: 3M (25.8%), Norton (13.6%), Mirka (10.6%), Diablo (9%), 3M Cubitron (6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about sandpaper?
GEOly estimates ~12,103 AI queries per month in this category across 17 buyer topics, led by “sandpaper for 3d printing”.
Which sources do AI engines cite for sandpaper?
The most-cited domains are: reddit.com, 3m.com, nortonabrasives.com, homedepot.com, lowes.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.