AI Visibility Index · Cell report
MeasuredAI Visibility Index: Contract Machining & Machine Shops in Pennsylvania
When a buyer asks an AI assistant for a contract machining & machine shops supplier in Pennsylvania, these are the companies that get named. This is what we found when the cell was last measured.
- 644 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
622 of 644
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.
- 22 named at least once
- 622 never named
- Cell average
- 0.07of 15
Across all 644 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 Pennsylvania
These are the companies AI assistants named most often when Pennsylvania buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | SKS Machining Pennsylvania | Pennsylvania | 6 of 15 answers |
| 2 | Golis Machine Inc. Pennsylvania | Pennsylvania | 5 of 15 answers |
| 3 | Olympus Machining LLC Pennsylvania 2 name variants
| Pennsylvania | 5 of 15 answers |
| 4 | Plouse Precision Manufacturing Pennsylvania | Pennsylvania | 5 of 15 answers |
| 5 | RJC Manufacturing Services, LLC Pennsylvania 2 name variants
| Pennsylvania | 5 of 15 answers |
| 6 | Xcelicut Pennsylvania | Pennsylvania | 5 of 15 answers |
| 7 | Billet Industries 30 employeesYork, Pennsylvania 2 name variants
| York, Pennsylvania | 4 of 15 answers |
| 8 | Lamjen Inc 30 employeesErie, Pennsylvania 2 name variants
| Erie, Pennsylvania | 4 of 15 answers |
| 9 | Axis Advanced Pennsylvania 2 name variants
| Pennsylvania | 4 of 15 answers |
| 10 | King Precision Solutions Pennsylvania | Pennsylvania | 4 of 15 answers |
56 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 Pennsylvania. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| C-B Tool Co. | Massachusetts | 5 of 15 |
| Cygnus Manufacturing Company (CMC) | Texas | 2 of 15 |
| Contract Machining and Manufacturing, Inc. | Missouri | 1 of 15 |
| Delta Machine & Tool Co. | Delaware | 1 of 15 |
| Metalwork Corporation | New York | 1 of 15 |
| TrimMaster Manufacturing | Ontario | 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 contract machining and machine shop companies in Pennsylvania”
- 2“Who supplies precision CNC milled and turned components on contract in Pennsylvania”
- 3“I need a Pennsylvania contract machining partner for a 2,000-unit stainless steel medical device run, who should I talk to”
- 4“Top contract machining and machine shop suppliers in Pennsylvania for industrial OEM buyers”
- 5“Which Pennsylvania contract machining and machine shop providers can handle 5-axis CNC work with tight tolerance requirements”
- 6“List 20 contract machining and machine shop companies in Pennsylvania 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.
- embmachining.com4 companies
- trimmaster.com3 companies
- rjcmfg.com3 companies
- acutecprecision.com2 companies
- billet-industries.com2 companies
- elsnereng.com2 companies
- lamjen.com2 companies
- moontool.com2 companies
- olympusmachining.com2 companies
- accrotool.com2 companies
- axisadvanced.com2 companies
- c-btool.com2 companies
76 sources were cited across this cell's answers from 64 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Pennsylvania in context
Pennsylvania ranks 34th of 35 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 7%.
- Louisiana20%
- Kentucky18%
- Utah16%
- Kansas16%
- Oklahoma16%
- West Virginia16%
- Arkansas16%
- New Hampshire14%
- Arizona14%
- South Carolina13%
- Virginia13%
- Alabama12%
- Oregon12%
- Iowa12%
- Maryland11%
- Tennessee10%
- Minnesota10%
- Washington9%
- Georgia9%
- Connecticut9%
- Missouri8%
- Massachusetts7%
- New Jersey7%
- North Carolina7%
- Florida7%
- Colorado7%
- Indiana6%
- Wisconsin6%
- New York5%
- Texas5%
- Illinois5%
- Michigan4%
- Ohio4%
- Pennsylvania3%
- California3%
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 billet-industries.com or any other domain
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- Every question it was named on
- Every question it was not
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More published reports in Pennsylvania
- Metal Fabrication Services840 tracked
- Metal Cutting Tools491 tracked
- Injection Molded Plastics466 tracked
- Industrial & Process Controls431 tracked
- Conveyors & Material Handling Equipment317 tracked
- Industrial Machinery & Equipment Distributors296 tracked
- Metal Finishing Services289 tracked
- Welding Services288 tracked
- Metal Service Centers271 tracked
- Industrial Fasteners269 tracked
- Industrial Wire & Cable268 tracked
- Electrical & Electronic Enclosures250 tracked