AI Visibility Index · Cell report

Measured

AI 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
Not sure whether you are one of them?Check your domain
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.

Top 10 most AI-visible Contract Manufacturing & Assembly companies in Pennsylvania, measured September 30, 2026
RankCompanyAI visibility
1
Matric Group
15 employeesSeneca, Pennsylvania

9 of 15 answers

2
Filly Fabricating
Pennsylvania

8 of 15 answers

3
EPD Electronics Inc.
13 employeesNatrona Heights, Pennsylvania

7 of 15 answers

4
Sunburst Electronics Inc
50 employeesErie, Pennsylvania

6 of 15 answers

5
Telan Corporation
30 employeesHatfield, Pennsylvania

6 of 15 answers

6
Pine Electronics
Pennsylvania
2 name variants
  • Pine Electronicsmost common5
  • Pine Electronics, Inc.1

6 of 15 answers

7
American Products Inc.
120 employeesYork, Pennsylvania

5 of 15 answers

8
ELSNER Engineering – Contract Manufacturing
Pennsylvania

5 of 15 answers

9
Youngtron Inc
80 employeesHatfield, Pennsylvania

4 of 15 answers

10
Electro Soft Inc.
27 employeesMontgomeryville, 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.

CompanyStateMentions
Allen Integrated AssembliesWisconsin14 of 15
EMSG Inc.Georgia8 of 15
Advanced Manufacturing Technologies (AMT)Alabama4 of 15
Assemblies Unlimited – Milford, PA FacilityTexas1 of 15
Cadence, Inc.Connecticut1 of 15
Cygnus Manufacturing Company (CMC)Texas1 of 15

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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. 1“Best contract manufacturing and assembly companies in Pennsylvania”
  2. 2“Who supplies turnkey contract manufacturing and assembly for boxed consumer electronics in Pennsylvania”
  3. 3“I need a Pennsylvania contract manufacturing and assembly partner for a 25,000 unit electromechanical product launch, who should I talk to”
  4. 4“Top contract manufacturing and assembly suppliers in Pennsylvania for OEM operations buyers”
  5. 5“Which Pennsylvania contract manufacturers and assemblers can handle mixed-model production with final packaging and labeling”
  6. 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.comDirectory
    5 companies
  • totelectronics.com
    3 companies
  • pineelectronics.com
    2 companies
  • aiaaoc.com
    2 companies
  • electronicii.com
    2 companies
  • temitronik.com
    2 companies
  • emsginc.com
    1 company
  • americanproductsinc.com
    1 company
  • pbzmfg.com
    1 company
  • 4frontsolutions.com
    1 company
  • alloyfabpa.com
    1 company
  • amtsupport.com
    1 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%.

Pennsylvania (this report)Other measured statesCategory average (19%)

Look up a company

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More published reports in Pennsylvania