AI Visibility Index · Cell report
MeasuredAI Visibility Index: Jigs, Fixtures & Custom Tooling in Wisconsin
When a buyer asks an AI assistant for a jigs, fixtures & custom tooling supplier in Wisconsin, these are the companies that get named. This is what we found when the cell was last measured.
- 182 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
164 of 182
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.
- 18 named at least once
- 164 never named
- Cell average
- 0.41of 15
Across all 182 tracked companies.
- Top ten average
- 8.3of 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 Wisconsin
These are the companies AI assistants named most often when Wisconsin buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Mahuta Tool Corp.Every answer 19 employeesGermantown, Wisconsin 2 name variants
| Germantown, Wisconsin | 15 of 15 answers |
| 2 | Lindor Tool Inc 10 employeesSt Croix Falls, Wisconsin 2 name variants
| St Croix Falls, Wisconsin | 13 of 15 answers |
| 3 | Diverse Tooling Inc 15 employeesPlymouth, Wisconsin | Plymouth, Wisconsin | 12 of 15 answers |
| 4 | Arinta Engineering Wisconsin | Wisconsin | 10 of 15 answers |
| 5 | Regent Die & Tool Co Inc 14 employeesMilwaukee, Wisconsin 3 name variants
| Milwaukee, Wisconsin | 7 of 15 answers |
| 6 | Zeman Tool and Manufacturing Co Inc 50 employeesWaukesha, Wisconsin | Waukesha, Wisconsin | 6 of 15 answers |
| 7 | MD Design & Automation Wisconsin | Wisconsin | 6 of 15 answers |
| 8 | Damark Manufacturing Inc 11 employeesLomira, Wisconsin | Lomira, Wisconsin | 5 of 15 answers |
| 9 | Wisconsin Tool Works / Forest Tool Wisconsin | Wisconsin | 5 of 15 answers |
| 10 | Waukesha Machine & Tool Co 16 employeesWaukesha, Wisconsin | Waukesha, Wisconsin | 4 of 15 answers |
34 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 Wisconsin. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Turn‑Key Solutions, Inc. (TKS) | Michigan | 5 of 15 |
| Quality Tool Service | Kansas | 2 of 15 |
| Quality Castings (Fixture Services) | Ohio | 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 Wisconsin”
- 2“Who supplies custom quick-change machining fixtures in Wisconsin”
- 3“I need a Wisconsin 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 Wisconsin for manufacturing engineering buyers”
- 5“Which Wisconsin 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 Wisconsin 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.
- qualitycastingswi.com5 companies
- tksinc.net4 companies
- lindortool.com3 companies
- regentdieandtool.com3 companies
- wisconsintoolworks.com3 companies
- csfincorporated.com2 companies
- mahutatool.com2 companies
- zemantool.com1 company
- apfabsolutions.com1 company
- arintaengineering.com1 company
- chap2.com1 company
- colemfg.com1 company
40 sources were cited across this cell's answers from 39 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Wisconsin in context
Wisconsin ranks 8th 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.
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- Every question it was named on
- Every question it was not
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More published reports in Wisconsin
- Metal Fabrication Services503 tracked
- Contract Machining & Machine Shops447 tracked
- Metal Cutting Tools366 tracked
- Injection Molded Plastics249 tracked
- Industrial & Process Controls195 tracked
- Conveyors & Material Handling Equipment188 tracked
- Welding Services186 tracked
- Plastic Extrusion & Thermoforming178 tracked
- Metal Stampings177 tracked
- Industrial Machinery & Equipment Distributors169 tracked
- Metal Finishing Services169 tracked
- Injection Molds & Mold Making139 tracked