AI Visibility Index · Cell report
MeasuredAI Visibility Index: Pipe & Tube Fittings in Michigan
When a buyer asks an AI assistant for a pipe & tube fittings supplier in Michigan, these are the companies that get named. This is what we found when the cell was last measured.
- 158 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
141 of 158
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.
- 17 named at least once
- 141 never named
- Cell average
- 0.44of 15
Across all 158 tracked companies.
- Top ten average
- 6.4of 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 Michigan
These are the companies AI assistants named most often when Michigan buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | The Macomb Group - Livonia 24 employeesLivonia, Michigan | Livonia, Michigan | 12 of 15 answers |
| 2 | Satterlund Supply Company 35 employeesWarren, Michigan 3 name variants
| Warren, Michigan | 11 of 15 answers |
| 3 | Piping Components, Inc 6 employeesMelvindale, Michigan | Melvindale, Michigan | 8 of 15 answers |
| 4 | Boyer Steel Inc 8 employeesWarren, Michigan 2 name variants
| Warren, Michigan | 7 of 15 answers |
| 5 | Motor City Pipe & Supply Co 9 employeesDetroit, Michigan | Detroit, Michigan | 7 of 15 answers |
| 6 | Quality Pipe Products 35 employeesNew Boston, Michigan | New Boston, Michigan | 7 of 15 answers |
| 7 | Crestflo Michigan 2 name variants
| Michigan | 4 of 15 answers |
| 8 | Fabricated Flex & Hose Supply 7 employeesKalamazoo, Michigan | Kalamazoo, Michigan | 3 of 15 answers |
| 9 | P.A. Inc. Michigan | Michigan | 3 of 15 answers |
| 10 | Depatie Fluid Power (Am-Dyn-Ic) 8 employeesWyoming, Michigan | Wyoming, Michigan | 2 of 15 answers |
22 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 Michigan. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Rolled Alloys | Texas | 4 of 15 |
| Neptech, Inc. | Nevada | 2 of 15 |
| Commercial Pipe & Supply Corp. | New York | 1 of 15 |
| F&H Food Equipment | Missouri | 1 of 15 |
| North American Industrial Supply | New York | 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 Michigan”
- 2“Who supplies stainless steel sanitary tri-clamp fittings in Michigan”
- 3“I need a Michigan 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 Michigan for industrial maintenance buyers”
- 5“Which Michigan pipe and tube fittings distributors can handle large-diameter, high-pressure alloy specifications”
- 6“List 20 pipe and tube fittings companies in Michigan 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.
- crestflousa.com4 companies
- satterlund.com3 companies
- thomasnet.comDirectory3 companies
- macombgroup.com2 companies
- boyersteel.com2 companies
- kentrubber.com2 companies
- mceautomation.com2 companies
- pipingcomponents.com1 company
- depatie.com1 company
- detroitnippleworks.com1 company
- painc.com1 company
- alllinecomponentsllc.com1 company
54 sources were cited across this cell's answers from 34 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Michigan in context
Michigan ranks 12th 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
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 macombgroup.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 Michigan
- Metal Cutting Tools1,019 tracked
- Metal Fabrication Services798 tracked
- Contract Machining & Machine Shops707 tracked
- Injection Molded Plastics517 tracked
- Jigs, Fixtures & Custom Tooling500 tracked
- Metal Stampings416 tracked
- Industrial & Process Controls335 tracked
- Conveyors & Material Handling Equipment328 tracked
- Injection Molds & Mold Making306 tracked
- Tool & Die (Stamping, Casting & Forging Dies)299 tracked
- Industrial Machinery & Equipment Distributors296 tracked
- Industrial Fasteners284 tracked