AI Visibility Index · Cell report
MeasuredAI Visibility Index: Contract Manufacturing & Assembly in Pennsylvania
When a buyer asks an AI assistant for a contract manufacturing & assembly supplier in Pennsylvania, these are the companies that get named. This is what we found when the cell was last measured.
- 164 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
139 of 164
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.
- 25 named at least once
- 139 never named
- Cell average
- 0.36of 15
Across all 164 tracked companies.
- Top ten average
- 5.9of 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 | Matric Group 15 employeesSeneca, Pennsylvania | Seneca, Pennsylvania | 9 of 15 answers |
| 2 | Filly Fabricating Pennsylvania | Pennsylvania | 8 of 15 answers |
| 3 | EPD Electronics Inc. 13 employeesNatrona Heights, Pennsylvania | Natrona Heights, Pennsylvania | 7 of 15 answers |
| 4 | Sunburst Electronics Inc 50 employeesErie, Pennsylvania | Erie, Pennsylvania | 6 of 15 answers |
| 5 | Telan Corporation 30 employeesHatfield, Pennsylvania | Hatfield, Pennsylvania | 6 of 15 answers |
| 6 | Pine Electronics Pennsylvania 2 name variants
| Pennsylvania | 6 of 15 answers |
| 7 | American Products Inc. 120 employeesYork, Pennsylvania | York, Pennsylvania | 5 of 15 answers |
| 8 | ELSNER Engineering – Contract Manufacturing Pennsylvania | Pennsylvania | 5 of 15 answers |
| 9 | Youngtron Inc 80 employeesHatfield, Pennsylvania | Hatfield, Pennsylvania | 4 of 15 answers |
| 10 | Electro Soft Inc. 27 employeesMontgomeryville, Pennsylvania | Montgomeryville, Pennsylvania | 3 of 15 answers |
36 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 |
|---|---|---|
| Allen Integrated Assemblies | Wisconsin | 14 of 15 |
| EMSG Inc. | Georgia | 8 of 15 |
| Advanced Manufacturing Technologies (AMT) | Alabama | 4 of 15 |
| Assemblies Unlimited – Milford, PA Facility | Texas | 1 of 15 |
| Cadence, Inc. | Connecticut | 1 of 15 |
| Cygnus Manufacturing Company (CMC) | 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 contract manufacturing and assembly companies in Pennsylvania”
- 2“Who supplies turnkey contract manufacturing and assembly for boxed consumer electronics in Pennsylvania”
- 3“I need a Pennsylvania contract manufacturing and assembly partner for a 25,000 unit electromechanical product launch, who should I talk to”
- 4“Top contract manufacturing and assembly suppliers in Pennsylvania for OEM operations buyers”
- 5“Which Pennsylvania contract manufacturers and assemblers can handle mixed-model production with final packaging and labeling”
- 6“List 20 contract manufacturing and assembly 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.
- thomasnet.comDirectory5 companies
- totelectronics.com3 companies
- pineelectronics.com2 companies
- aiaaoc.com2 companies
- electronicii.com2 companies
- temitronik.com2 companies
- emsginc.com1 company
- americanproductsinc.com1 company
- pbzmfg.com1 company
- 4frontsolutions.com1 company
- alloyfabpa.com1 company
- amtsupport.com1 company
61 sources were cited across this cell's answers from 52 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 11th 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 19%.
- Minnesota36%
- Connecticut35%
- Wisconsin34%
- Massachusetts26%
- Indiana25%
- New Jersey24%
- North Carolina21%
- Illinois18%
- Michigan16%
- Ohio16%
- Pennsylvania15%
- Texas15%
- Florida15%
- California11%
- New York10%
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 matric.com or any other domain
Get your monthly AI Visibility Report
The public Index publishes one measurement per cell. A monthly report covers your own company:
- Every question it was named on
- Every question it was not
- What moved
Your own position is only ever shown to you.
More published reports in Pennsylvania
- Metal Fabrication Services840 tracked
- Contract Machining & Machine Shops644 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