AI Visibility Index · Cell report
MeasuredAI Visibility Index: Tool & Die (Stamping, Casting & Forging Dies) in Minnesota
When a buyer asks an AI assistant for a tool & die (stamping, casting & forging dies) supplier in Minnesota, these are the companies that get named. This is what we found when the cell was last measured.
- 71 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
47 of 71
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.
- 24 named at least once
- 47 never named
- Cell average
- 1.34of 15
Across all 71 tracked companies.
- Top ten average
- 6.6of 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 | Hub Manufacturing 35 employeesMinneapolis, Minnesota | Minneapolis, Minnesota | 12 of 15 answers |
| 2 | Quality Stamping & Manufacturing 6 employeesMorris, Minnesota 3 name variants
| Morris, Minnesota | 9 of 15 answers |
| 3 | Lake Air Products 61 employeesMinneapolis, Minnesota | Minneapolis, Minnesota | 7 of 15 answers |
| 4 | MRG Tool And Die 50 employeesFaribault, Minnesota 2 name variants
| Faribault, Minnesota | 7 of 15 answers |
| 5 | Victory Tool Inc 28 employeesAnoka, Minnesota 2 name variants
| Anoka, Minnesota | 7 of 15 answers |
| 6 | Rotation Engineering & Manufacturing 35 employeesBrooklyn Park, Minnesota | Brooklyn Park, Minnesota | 6 of 15 answers |
| 7 | Tempco Manufacturing Company, Inc. 140 employeesSt Paul, Minnesota 2 name variants
| St Paul, Minnesota | 6 of 15 answers |
| 8 | Die Technology Inc 12 employeesSt Michael, Minnesota | St Michael, Minnesota | 4 of 15 answers |
| 9 | Minnesota Tool and Die 25 employeesRamsey, Minnesota 2 name variants
| Ramsey, Minnesota | 4 of 15 answers |
| 10 | Pederson Tool & Design 18 employeesRamsey, Minnesota 2 name variants
| Ramsey, Minnesota | 4 of 15 answers |
21 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 |
|---|---|---|
| Hardy‑Reed Tool & Die | Pennsylvania | 2 of 15 |
| LCS Company | New Jersey | 1 of 15 |
| Wrico Stamping of Minnesota | Arizona | 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 tool and die companies for stamping, casting and forging dies in Minnesota”
- 2“Who supplies precision progressive stamping dies for high-volume automotive parts in Minnesota”
- 3“I need a Minnesota tool and die partner to design and build casting and forging dies for a new heavy equipment line, who should I talk to”
- 4“Top tool and die suppliers in Minnesota for stamping, casting and forging dies for OEM buyers”
- 5“Which Minnesota tool and die makers can handle large progressive dies with in-die sensing and quick-change inserts”
- 6“List 20 tool and die 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.
- thomasnet.comDirectory6 companies
- qualitystampingmn.com3 companies
- tcdcinc.com3 companies
- mrgtoolanddie.com2 companies
- mtdwi.com2 companies
- tempcomfg.com2 companies
- hardyreedtool.com2 companies
- metricstamping.com2 companies
- pedersontoolanddesign.com2 companies
- tech-die-casting.com2 companies
- victorytool.com2 companies
- dietechnology.com1 company
47 sources were cited across this cell's answers from 37 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 13 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 15%.
- Minnesota34%
- Wisconsin24%
- Missouri23%
- Indiana22%
- Pennsylvania19%
- Florida18%
- Illinois14%
- New Jersey14%
- New York12%
- California12%
- Texas11%
- Ohio11%
- Michigan11%
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 hubmfg.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