AI Visibility Index · Cell report
MeasuredAI Visibility Index: Tool & Die (Stamping, Casting & Forging Dies) in Pennsylvania
When a buyer asks an AI assistant for a tool & die (stamping, casting & forging dies) supplier in Pennsylvania, these are the companies that get named. This is what we found when the cell was last measured.
- 153 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
124 of 153
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
- 124 never named
- Cell average
- 0.52of 15
Across all 153 tracked companies.
- Top ten average
- 6of 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 | Pennco Tool & Die Inc 19 employeesMeadville, Pennsylvania 2 name variants
| Meadville, Pennsylvania | 9 of 15 answers |
| 2 | Dixon Tool & Die Co., Inc. 19 employeesTyrone, Pennsylvania | Tyrone, Pennsylvania | 7 of 15 answers |
| 3 | Penn Metal Stamping, Inc. Pennsylvania 2 name variants
| Pennsylvania | 7 of 15 answers |
| 4 | Ephrata Precision Parts Inc 30 employeesEphrata, Pennsylvania 2 name variants
| Ephrata, Pennsylvania | 6 of 15 answers |
| 5 | Penn United Technologies, Inc. - Carbide Division 12 employeesSaxonburg, Pennsylvania | Saxonburg, Pennsylvania | 6 of 15 answers |
| 6 | AccuDie Inc (IGS Industries Inc.) 6 employeesMeadowlands, Pennsylvania | Meadowlands, Pennsylvania | 5 of 15 answers |
| 7 | Culver Tool & Die Co 7 employeesLewisberry, Pennsylvania | Lewisberry, Pennsylvania | 5 of 15 answers |
| 8 | Oberg Industries LLC 250 employeesFreeport, Pennsylvania | Freeport, Pennsylvania | 5 of 15 answers |
| 9 | Armstrong Tool & Die LLC Pennsylvania | Pennsylvania | 5 of 15 answers |
| 10 | HENSA Pennsylvania | Pennsylvania | 5 of 15 answers |
32 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 |
|---|---|---|
| Cook Technologies LLC | Florida | 1 of 15 |
| K S Tooling, Inc. | New York | 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 tool and die companies for stamping, casting and forging dies in Pennsylvania”
- 2“Who supplies precision progressive stamping dies for high-volume automotive parts in Pennsylvania”
- 3“I need a Pennsylvania tool and die partner to design and build casting and forging dies for a new heavy equipment line, who should I talk to”
- 4“Top tool and die suppliers in Pennsylvania for stamping, casting and forging dies for OEM buyers”
- 5“Which Pennsylvania tool and die makers can handle large progressive dies with in-die sensing and quick-change inserts”
- 6“List 20 tool and die 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.
- pennmetal.com3 companies
- phbcorp.com2 companies
- thomasnet.comDirectory2 companies
- abbind.com2 companies
- ephrataprecision.com2 companies
- igsind.com2 companies
- penncotool.com2 companies
- visioncti.com2 companies
- oberg.com1 company
- pennunited.com1 company
- culvertoolanddie.com1 company
- germantowntool.com1 company
50 sources were cited across this cell's answers from 41 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 5th of 13 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 15%.
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.
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- Every question it was named on
- Every question it was not
- What moved
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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
- Industrial Machinery & Equipment Distributors296 tracked
- Metal Finishing Services289 tracked
- Welding Services288 tracked
- Metal Service Centers271 tracked
- Industrial Fasteners269 tracked
- Industrial Wire & Cable268 tracked