AI Visibility Index · Cell report
MeasuredAI Visibility Index: Metal Finishing Services in Wisconsin
When a buyer asks an AI assistant for a metal finishing services supplier in Wisconsin, these are the companies that get named. This is what we found when the cell was last measured.
- 169 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
155 of 169
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.
- 14 named at least once
- 155 never named
- Cell average
- 0.24of 15
Across all 169 tracked companies.
- Top ten average
- 5.1of 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 | Advanced Plating Technologies 75 employeesMilwaukee, Wisconsin | Milwaukee, Wisconsin | 9 of 15 answers |
| 2 | Wisconsin Plating Works Wisconsin | Wisconsin | 8 of 15 answers |
| 3 | Professional Plating Inc 125 employeesBrillion, Wisconsin | Brillion, Wisconsin | 6 of 15 answers |
| 4 | American Metal Finishing Wisconsin | Wisconsin | 6 of 15 answers |
| 5 | Pioneer Metal Finishing 350 employeesGreen Bay, Wisconsin | Green Bay, Wisconsin | 5 of 15 answers |
| 6 | Eagle Metal Finishing Wisconsin | Wisconsin | 5 of 15 answers |
| 7 | Wisconsin Stamping & Manufacturing Wisconsin | Wisconsin | 4 of 15 answers |
| 8 | ChromeTech of Wisconsin, Inc. 24 employeesFranklin, Wisconsin | Franklin, Wisconsin | 3 of 15 answers |
| 9 | Ec Styberg Engineering Co 155 employeesRacine, Wisconsin | Racine, Wisconsin | 3 of 15 answers |
| 10 | Armour Coatings 25 employeesGermantown, Wisconsin | Germantown, Wisconsin | 2 of 15 answers |
27 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 |
|---|---|---|
| Badger Industries | Pennsylvania | 6 of 15 |
| Elytic | Alabama | 3 of 15 |
| United Metal Finishing | North Carolina | 3 of 15 |
| Advanced Coatings Inc. (ACI) | Pennsylvania | 2 of 15 |
| American Bright Works | Minnesota | 2 of 15 |
| Lapham-Hickey Steel – Oshkosh Facility | Illinois | 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 finishing services companies in Wisconsin”
- 2“Who supplies precision metal finishing for small stainless steel components in Wisconsin”
- 3“I need a Wisconsin metal finishing partner for a 10,000 piece medical device housing run, who should I talk to”
- 4“Top metal finishing services suppliers in Wisconsin for industrial OEM buyers”
- 5“Which Wisconsin metal finishing service providers can handle high-volume automated line finishing with tight cosmetic requirements”
- 6“List 20 metal finishing services 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.
- elytic.com3 companies
- pioneermetal.com2 companies
- skycoat.com2 companies
- hfimfg.com2 companies
- milwaukeedeburring.com2 companies
- tubefabandcolor.com2 companies
- watry.com2 companies
- advancedplatingtech.com1 company
- chrometech.net1 company
- proplating.com1 company
- wisconsinplating.com1 company
- americanbrightworks.com1 company
56 sources were cited across this cell's answers from 40 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 22nd of 27 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 11%.
- Virginia20%
- Minnesota20%
- Tennessee20%
- Iowa19%
- Missouri19%
- Alabama18%
- North Carolina17%
- Maryland17%
- South Carolina16%
- Oklahoma16%
- Louisiana16%
- Washington15%
- Oregon15%
- Georgia15%
- Connecticut14%
- Indiana13%
- Massachusetts12%
- Michigan11%
- New Jersey10%
- New York9%
- Pennsylvania9%
- Wisconsin8%
- Ohio7%
- Illinois7%
- California7%
- Florida6%
- Texas6%
Look up a company
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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
- Jigs, Fixtures & Custom Tooling182 tracked
- Plastic Extrusion & Thermoforming178 tracked
- Metal Stampings177 tracked
- Industrial Machinery & Equipment Distributors169 tracked
- Injection Molds & Mold Making139 tracked