AI Visibility Index · Cell report
MeasuredAI Visibility Index: Aluminum Fabrication & Machining Services in Ohio
When a buyer asks an AI assistant for a aluminum fabrication & machining services supplier in Ohio, these are the companies that get named. This is what we found when the cell was last measured.
- 173 companies tracked
- Last measured September 24, 2026
- Next measurement October 24, 2026
The headline numbers
Never named by AI
143 of 173
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.
- 30 named at least once
- 143 never named
- Cell average
- 0.39of 15
Across all 173 tracked companies.
- Top ten average
- 4.7of 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 Ohio
These are the companies AI assistants named most often when Ohio buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Advance CNC Machining 44 employeesGrove City, Ohio 2 name variants
| Grove City, Ohio | 10 of 15 answers |
| 2 | SRPM, Inc. 30 employeesSolon, Ohio 3 name variants
| Solon, Ohio | 9 of 15 answers |
| 3 | ATI Machining Ohio | Ohio | 5 of 15 answers |
| 4 | Forrest Machine Products Ohio | Ohio | 4 of 15 answers |
| 5 | Union Enterprises Ohio | Ohio | 4 of 15 answers |
| 6 | Aluminum Extruded Shapes 115 employeesCincinnati, Ohio 2 name variants
| Cincinnati, Ohio | 3 of 15 answers |
| 7 | Habco Tool & Development Co 46 employeesMentor, Ohio 2 name variants
| Mentor, Ohio | 3 of 15 answers |
| 8 | Northern States Metals 60 employeesYoungstown, Ohio | Youngstown, Ohio | 3 of 15 answers |
| 9 | QP Manufacturing 15 employeesChardon, Ohio 2 name variants
| Chardon, Ohio | 3 of 15 answers |
| 10 | Spence Technologies Inc 6 employeesWilloughby, Ohio | Willoughby, Ohio | 3 of 15 answers |
43 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 Ohio. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Cast Metals Technology | Indiana | 7 of 15 |
| Midwest Precision | Oklahoma | 4 of 15 |
| Tool Tech | Missouri | 3 of 15 |
| Design Metals Fabrication | Kentucky | 2 of 15 |
| Jones Metal Products | Connecticut | 2 of 15 |
| Alacriant Inc. | Texas | 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 aluminum fabrication and machining companies in Ohio”
- 2“Who supplies precision machined aluminum housings in Ohio”
- 3“I need a Ohio aluminum fabrication and machining partner for a 10,000 unit electronics enclosure run, who should I talk to”
- 4“Top aluminum fabrication and machining suppliers in Ohio for OEM engineering buyers”
- 5“Which Ohio aluminum fabrication and machining providers can handle tight-tolerance 5-axis CNC work”
- 6“List 20 aluminum fabrication and machining companies in Ohio 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.
- srpm.com3 companies
- cm-tec.com3 companies
- advancecnc.com2 companies
- alum-ext.com2 companies
- content.wauseonmachine.com2 companies
- habcotool.com2 companies
- ometek.com2 companies
- qpmfg.com2 companies
- midwestllc.com1 company
- alacriant.com1 company
- alco.com1 company
- anscomachine.com1 company
68 sources were cited across this cell's answers from 63 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Ohio in context
Ohio is the only state measured in this category so far, so there is nothing to compare it with yet.
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 advancecnc.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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