AI Visibility Index · Cell report
MeasuredAI Visibility Index: Jigs, Fixtures & Custom Tooling in Minnesota
When a buyer asks an AI assistant for a jigs, fixtures & custom tooling supplier in Minnesota, these are the companies that get named. This is what we found when the cell was last measured.
- 89 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
62 of 89
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.
- 27 named at least once
- 62 never named
- Cell average
- 0.84of 15
Across all 89 tracked companies.
- Top ten average
- 5.8of 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 | Industrial Tool Inc 45 employeesAnoka, Minnesota 2 name variants
| Anoka, Minnesota | 10 of 15 answers |
| 2 | Island Tool & Die 5 employeesPine Island, Minnesota 2 name variants
| Pine Island, Minnesota | 8 of 15 answers |
| 3 | New Ulm Precision Tool Inc 23 employeesNew Ulm, Minnesota 3 name variants
| New Ulm, Minnesota | 8 of 15 answers |
| 4 | Schmitz Machine Tool Minnesota | Minnesota | 8 of 15 answers |
| 5 | Duo-Tec Tool & Machine 18 employeesMaple Grove, Minnesota | Maple Grove, Minnesota | 5 of 15 answers |
| 6 | FabFour Inc. Minnesota | Minnesota | 5 of 15 answers |
| 7 | MRG Tool And Die 50 employeesFaribault, Minnesota 2 name variants
| Faribault, Minnesota | 4 of 15 answers |
| 8 | Pederson Tool & Design 18 employeesRamsey, Minnesota | Ramsey, Minnesota | 4 of 15 answers |
| 9 | Die Technology Inc 12 employeesSt Michael, Minnesota | St Michael, Minnesota | 3 of 15 answers |
| 10 | MME Group, Inc. 56 employeesVadnais Heights, Minnesota | Vadnais Heights, Minnesota | 3 of 15 answers |
35 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 |
|---|---|---|
| Technical Methods Inc. | North Dakota | 4 of 15 |
| Applied (Applied Industrial Technologies – MN engineering group) | New York | 1 of 15 |
| Applied Engineering | California | 1 of 15 |
| Damark Manufacturing | Wisconsin | 1 of 15 |
| Diligence, Inc. | New York | 1 of 15 |
| EMF, Inc. | New Hampshire | 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 suppliers of jigs, fixtures and custom tooling in Minnesota”
- 2“Who supplies custom quick-change machining fixtures in Minnesota”
- 3“I need a Minnesota partner to design and build production jigs and fixtures for a new assembly line, who should I talk to”
- 4“Top jigs, fixtures and custom tooling suppliers in Minnesota for manufacturing engineering buyers”
- 5“Which Minnesota jig, fixture and custom tooling specialists can design and build fully modular CNC workholding systems”
- 6“List 20 jigs, fixtures and custom tooling 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.
- specialtymfg.com8 companies
- thomasnet.comDirectory8 companies
- nemi.com3 companies
- industrial-tool.com2 companies
- go-applied.com2 companies
- islandtool.com2 companies
- jensenmachining.com2 companies
- mntooling.com2 companies
- be-usa.com1 company
- dietechnology.com1 company
- 4thaxismachine.co1 company
- agassiztool.com1 company
49 sources were cited across this cell's answers from 44 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 1st of 17 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 9%.
- Minnesota30%
- Tennessee28%
- Massachusetts17%
- North Carolina17%
- Connecticut15%
- New Jersey11%
- Missouri11%
- Wisconsin10%
- Florida9%
- Indiana9%
- New York8%
- Illinois7%
- Texas7%
- Ohio6%
- Pennsylvania6%
- Michigan5%
- California5%
Look up a company
Enter a domain or a company name to see whether it is tracked in this cell, and whether the answers named it. This is a lookup against a measurement already taken, so it is instant.
Try industrial-tool.com or any other domain
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- Every question it was named on
- Every question it was not
- What moved
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More published reports in Minnesota
- Metal Fabrication Services354 tracked
- Contract Machining & Machine Shops343 tracked
- Injection Molded Plastics213 tracked
- Metal Cutting Tools201 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