Category AI Visibility Report
Tool 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
≈23,200
Est. AI queries / month
72
Buyer topics monitored
41
Brands on the AI shelf
6
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 72 buyer topics in Tool Accessories across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 23,200 AI queries per month.
- Milwaukee leads the AI shelf with 12% of brand mentions, followed by Whiteside (9.2%) and Bosch (6.1%). The top three hold 27.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- 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 (27.7% 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 | Milwaukee | 3,132 | 12% |
| 2 | Whiteside | 2,391 | 9.2% |
| 3 | Bosch | 1,578 | 6.1% |
| 4 | Diablo | 1,466 | 5.6% |
| 5 | Freud | 1,449 | 5.6% |
| 6 | DEWALT | 1,408 | 5.4% |
| 7 | Wiha | 1,212 | 4.7% |
| 8 | 3M | 1,047 | 4% |
| 9 | Makita | 909 | 3.5% |
| 10 | Amana | 642 | 2.5% |
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 |
| adjustable hole saws | ≈1,587 | adjustable hole saw | 1,600 |
| deep hole saws | ≈1,520 | deep hole saws | 260 |
| Raised panel router bits | ≈1,202 | router bits for raised panels | 880 |
| Dovetail router bits | ≈1,192 | router bits dovetail | 1,600 |
| V-groove router bits | ≈1,184 | router bits v groove | 1,000 |
| 1/4 inch router bits | ≈1,183 | router bits 1/4 inch | 1,300 |
| Drywall router bits | ≈1,160 | drywall router bits | 1,300 |
| long screwdriver bits | ≈481 | long screwdriver bits | 320 |
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 | 1,346 | 27.7% |
| protoolreviews.com | 360 | 7.4% |
| homedepot.com | 331 | 6.8% |
| bobvila.com | 277 | 5.7% |
| whitesiderouterbits.com | 204 | 4.2% |
| 3m.com | 193 | 4% |
| lowes.com | 135 | 2.8% |
| finewoodworking.com | 111 | 2.3% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Sandpaper | ≈12,103 | 17 | 3M |
| Router Bits | ≈5,921 | 19 | Whiteside |
| Hole Saws | ≈3,107 | 9 | Milwaukee |
| Screwdriver Bits | ≈1,851 | 15 | Wiha |
| Masonry Drill Bits | ≈218 | 8 | Bosch |
| Power Tool Batteries | — | 4 | DEWALT |
FAQ
Which brands do AI assistants recommend most for tool accessories?
Over the last 30 days the top brands by AI mention share are: Milwaukee (12%), Whiteside (9.2%), Bosch (6.1%), Diablo (5.6%), Freud (5.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about tool accessories?
GEOly estimates ~23,200 AI queries per month in this category across 72 buyer topics, led by “sandpaper for 3d printing”.
Which sources do AI engines cite for tool accessories?
The most-cited domains are: reddit.com, protoolreviews.com, homedepot.com, bobvila.com, whitesiderouterbits.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.