AI Visibility Index · Cell report
MeasuredAI Visibility Index: Industrial Machinery & Equipment Distributors in Pennsylvania
When a buyer asks an AI assistant for a industrial machinery & equipment distributors supplier in Pennsylvania, these are the companies that get named. This is what we found when the cell was last measured.
- 296 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
267 of 296
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.
- 29 named at least once
- 267 never named
- Cell average
- 0.16of 15
Across all 296 tracked companies.
- Top ten average
- 3.8of 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 | Northeast Precision Machinery Pennsylvania 3 name variants
| Pennsylvania | 6 of 15 answers |
| 2 | SWS Packaging Pennsylvania 2 name variants
| Pennsylvania | 6 of 15 answers |
| 3 | Airmatic 35 employeesMalvern, Pennsylvania 2 name variants
| Malvern, Pennsylvania | 4 of 15 answers |
| 4 | Hermance Machine Company Pennsylvania 2 name variants
| Pennsylvania | 4 of 15 answers |
| 5 | Alta Enterprises Inc 20 employeesCenter Valley, Pennsylvania 2 name variants
| Center Valley, Pennsylvania | 3 of 15 answers |
| 6 | Dyco Inc. 70 employeesBloomsburg, Pennsylvania | Bloomsburg, Pennsylvania | 3 of 15 answers |
| 7 | Perseo-Erie Machine Sales 13 employeesErie, Pennsylvania 2 name variants
| Erie, Pennsylvania | 3 of 15 answers |
| 8 | Alternative Packaging Solutions Pennsylvania | Pennsylvania | 3 of 15 answers |
| 9 | Marando Industries Pennsylvania | Pennsylvania | 3 of 15 answers |
| 10 | Turner Hydraulics Pennsylvania | Pennsylvania | 3 of 15 answers |
46 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 |
|---|---|---|
| Equip Seller | Kansas | 2 of 15 |
| Prestige Equipment | New York | 2 of 15 |
| Case Power & Equipment of Pennsylvania | Oregon | 1 of 15 |
| HooverTec | Alabama | 1 of 15 |
| MSC Industrial Supply (MSC Industrial Direct) | Indiana | 1 of 15 |
| PennAir | Wisconsin | 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 industrial machinery and equipment distributors in Pennsylvania”
- 2“Who supplies automated palletizing systems through distributors in Pennsylvania”
- 3“I need a Pennsylvania industrial machinery distributor to support a new packaging line installation, who should I talk to”
- 4“Top industrial machinery and equipment distributors in Pennsylvania for manufacturing plant buyers”
- 5“Which Pennsylvania industrial machinery distributors can provide turnkey installation and maintenance support”
- 6“List 20 industrial machinery and equipment distributors 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.
- machinetools.com5 companies
- en.wikipedia.orgDirectory3 companies
- northeastprecision.com3 companies
- swspackaging.com2 companies
- altamachinetools.com2 companies
- blairpacoc.wliinc24.com2 companies
- dealers-reviews.com2 companies
- equipmentradar.com2 companies
- interpackusa.com2 companies
- naicslist.com2 companies
- packworld.com2 companies
- paperproductsequipment.com2 companies
64 sources were cited across this cell's answers from 57 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 27th of 31 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%.
- Kansas35%
- Alabama30%
- Maryland28%
- Iowa27%
- Virginia26%
- South Carolina26%
- Oklahoma23%
- Arkansas23%
- Colorado23%
- Washington22%
- Minnesota21%
- Kentucky21%
- Missouri20%
- Louisiana20%
- Oregon20%
- Tennessee20%
- Connecticut19%
- Massachusetts19%
- Georgia18%
- Indiana16%
- North Carolina15%
- Ohio12%
- Wisconsin12%
- Michigan12%
- New Jersey11%
- Illinois10%
- Pennsylvania10%
- New York10%
- Florida9%
- California5%
- Texas4%
Look up a company
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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
- Contract Machining & Machine Shops644 tracked
- Metal Cutting Tools491 tracked
- Injection Molded Plastics466 tracked
- Industrial & Process Controls431 tracked
- Conveyors & Material Handling Equipment317 tracked
- Metal Finishing Services289 tracked
- Welding Services288 tracked
- Metal Service Centers271 tracked
- Industrial Fasteners269 tracked
- Industrial Wire & Cable268 tracked
- Electrical & Electronic Enclosures250 tracked