AI Visibility Index · Cell report
MeasuredAI Visibility Index: Pipe & Tube Fittings in Minnesota
When a buyer asks an AI assistant for a pipe & tube fittings supplier in Minnesota, these are the companies that get named. This is what we found when the cell was last measured.
- 62 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
48 of 62
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
- 48 never named
- Cell average
- 0.61of 15
Across all 62 tracked companies.
- Top ten average
- 4.1of 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 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 | Samuelson Sales Inc 4 employeesMinneapolis, Minnesota 4 name variants
| Minneapolis, Minnesota | 11 of 15 answers |
| 2 | Swagelok Minnesota | North Dakota | Appleton 12 employeesChaska, Minnesota | Chaska, Minnesota | 8 of 15 answers |
| 3 | Apex Industrial Solutions Minnesota | Minnesota | 4 of 15 answers |
| 4 | Goodin Company 134 employeesMinneapolis, Minnesota | Minneapolis, Minnesota | 3 of 15 answers |
| 5 | K Sales 5 employeesGolden Valley, Minnesota 2 name variants
| Golden Valley, Minnesota | 3 of 15 answers |
| 6 | Class C Components Minnesota | Minnesota | 3 of 15 answers |
| 7 | Precision Stainless Minnesota | Minnesota | 3 of 15 answers |
| 8 | Duncan Co 35 employeesMinneapolis, Minnesota | Minneapolis, Minnesota | 2 of 15 answers |
| 9 | Lincoln Suppliers, Inc. 24 employeesOwatonna, Minnesota | Owatonna, Minnesota | 2 of 15 answers |
| 10 | Polyconn 8 employeesPlymouth, Minnesota | Plymouth, Minnesota | 2 of 15 answers |
26 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 |
|---|---|---|
| Quality Stainless, Inc. | Oklahoma | 6 of 15 |
| Central States Group | Nebraska | 3 of 15 |
| Quest Engineering | North Dakota | 3 of 15 |
| Roberts–Hamilton (Hajoca) | Virginia | 3 of 15 |
| Banner Industries | Texas | 2 of 15 |
| Allied Stainless (Allied Group) | Rhode Island | 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 pipe and tube fittings in Minnesota”
- 2“Who supplies stainless steel sanitary tri-clamp fittings in Minnesota”
- 3“I need a Minnesota pipe and tube fittings partner for a high-pressure chemical process line installation, who should I talk to”
- 4“Top pipe and tube fittings suppliers in Minnesota for industrial maintenance buyers”
- 5“Which Minnesota pipe and tube fittings distributors can handle large-diameter, high-pressure alloy specifications”
- 6“List 20 pipe and tube fittings 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.comDirectory15 companies
- ssisanitary.com4 companies
- rhshowroom.com3 companies
- ksales.net2 companies
- olaughlinteam.com2 companies
- westcofitting.com2 companies
- apexsolutionsmn.com1 company
- classccomponents.com1 company
- lvisupply.com1 company
- minn.swagelok.com1 company
- painc.com1 company
- 1ssonline.com1 company
52 sources were cited across this cell's answers from 42 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 3rd of 15 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 14%.
- Missouri27%
- Wisconsin23%
- Minnesota23%
- Indiana23%
- Louisiana21%
- Pennsylvania19%
- North Carolina17%
- Florida16%
- New Jersey16%
- New York15%
- Illinois12%
- Michigan11%
- Texas9%
- Ohio9%
- California6%
Look up a company
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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