AI Visibility Index · Cell report
MeasuredAI Visibility Index: Metal Cutting Tools in Minnesota
When a buyer asks an AI assistant for a metal cutting tools supplier in Minnesota, these are the companies that get named. This is what we found when the cell was last measured.
- 201 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
193 of 201
companies never appeared in a single buying question
They were asked the same 5 buying questions as everyone else in this cell and were not named once.
- 8 named at least once
- 193 never named
- Cell average
- 0.25of 15
Across all 201 tracked companies.
- Top ten average
- 6.8of 15
The ten most visible companies in the cell.
A company's score is how many of the 15 measured answers named it.
The top ten in Minnesota
These are the companies AI assistants named most often when Minnesota buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Carbide Tool Services Inc 170 employeesAnoka, Minnesota | Anoka, Minnesota | 12 of 15 answers |
| 2 | NTM Inc. 40 employeesMinneapolis, Minnesota | Minneapolis, Minnesota | 10 of 15 answers |
| 3 | Martin Sales Inc 5 employeesNew Brighton, Minnesota 2 name variants
| New Brighton, Minnesota | 9 of 15 answers |
| 4 | Midwest Industrial Tool Grinding, Inc. 13 employeesHutchinson, Minnesota 4 name variants
| Hutchinson, Minnesota | 8 of 15 answers |
| 5 | West Central Tool Minnesota 2 name variants
| Minnesota | 7 of 15 answers |
| 6 | Centennial Carbide Minnesota | Minnesota | 5 of 15 answers |
| 7 | Class C Components Minnesota | Minnesota | 5 of 15 answers |
| 8 | Norseman Drill 60 employeesSt Paul, Minnesota | St Paul, Minnesota | 4 of 15 answers |
| 9 | Quality & Services Machine Tool 9 employeesMinneapolis, Minnesota 2 name variants
| Minneapolis, Minnesota | 4 of 15 answers |
| 10 | Berkness Company Minnesota | Minnesota | 4 of 15 answers |
11 more companies were named at least once. Companies outside the top ten are counted in the averages but not named here.
Also named, based in another state
AI assistants named these companies too, but MacRAE'S lists them in a different state, not Minnesota. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Mars Supply | Florida | 12 of 15 |
| Service Grinding & Sharpening (SGSI) | South Carolina | 2 of 15 |
| All Industry Supplies | Texas | 1 of 15 |
| Clairco Tool Company | Iowa | 1 of 15 |
| Technitool, Inc. | New Jersey | 1 of 15 |
One of these yours?
A complete Blue Book listing is one of the sources assistants read in this category. Confirming your details is free.
The five questions we asked
Every company in this cell is measured on the same questions, written the way a buyer would type them. That is what makes the ranking a comparison rather than a collection of anecdotes.
- 1“Best metal cutting tool companies in Minnesota”
- 2“Who supplies carbide indexable metal cutting inserts in Minnesota”
- 3“I need a Minnesota metal cutting tool partner for a high-volume CNC machining program, who should I talk to”
- 4“Top metal cutting tool suppliers in Minnesota for precision machining buyers”
- 5“Which Minnesota metal cutting tool specialists can support custom geometries for hard turning applications”
- 6“List 20 metal cutting tool companies in Minnesota with their specialties.”the roster question
Each question is asked more than once, which is why a company's score is out of 15 answers rather than out of the number of questions.
Where AI drew its answers from
These are the sources the answers in this cell leaned on most, ranked by how many of the named companies each one stands behind.
- mitgi.us5 companies
- thomasnet.comDirectory4 companies
- westcentraltool.com3 companies
- martinsales.net2 companies
- otm-sales.com2 companies
- qandsmachinetool.com2 companies
- carbidetool.com1 company
- marssupply.com1 company
- classccomponents.com1 company
- a1mindustrialsupply.com1 company
- abtoolsinc.com1 company
- acg-mn.com1 company
32 sources were cited across this cell's answers from 25 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Minnesota in context
Minnesota ranks 18th of 28 measured states in this category. Each bar is the share of that state's tracked companies that AI assistants named at least once; across every measured state in this category the share is 4%.
- Iowa14%
- Alabama13%
- Arizona13%
- Washington13%
- Kentucky11%
- South Carolina11%
- Maryland10%
- Colorado9%
- Virginia9%
- North Carolina8%
- Oregon7%
- Missouri5%
- Wisconsin5%
- Florida5%
- Massachusetts5%
- Georgia4%
- Connecticut4%
- Minnesota4%
- Texas4%
- Indiana4%
- New York4%
- Ohio3%
- New Jersey3%
- Tennessee3%
- Illinois3%
- Michigan2%
- Pennsylvania2%
- California1%
Look up a company
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- Every question it was named on
- Every question it was not
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More published reports in Minnesota
- Metal Fabrication Services354 tracked
- Contract Machining & Machine Shops343 tracked
- Injection Molded Plastics213 tracked
- Industrial & Process Controls168 tracked
- Industrial Machinery & Equipment Distributors149 tracked
- Welding Services137 tracked
- Conveyors & Material Handling Equipment124 tracked
- Metal Finishing Services124 tracked
- Plastic Extrusion & Thermoforming116 tracked
- Metal Stampings115 tracked
- Electrical & Electronic Enclosures108 tracked
- Industrial Wire & Cable106 tracked