AI Visibility Index · Cell report
MeasuredAI Visibility Index: Tool & Die (Stamping, Casting & Forging Dies) in Florida
When a buyer asks an AI assistant for a tool & die (stamping, casting & forging dies) supplier in Florida, these are the companies that get named. This is what we found when the cell was last measured.
- 77 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
63 of 77
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.
- 14 named at least once
- 63 never named
- Cell average
- 0.35of 15
Across all 77 tracked companies.
- Top ten average
- 3.2of 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 Florida
These are the companies AI assistants named most often when Florida buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Sun Microstamping Technologies 300 employeesClearwater, Florida | Clearwater, Florida | 9 of 15 answers |
| 2 | Unique Tool And Die LLC Florida | Florida | 4 of 15 answers |
| 3 | Decimal Engineering 75 employeesCoral Springs, Florida 2 name variants
| Coral Springs, Florida | 3 of 15 answers |
| 4 | M&P Manufacturing USA Florida | Florida | 3 of 15 answers |
| 5 | Thompson Outils Concept LLC Florida 3 name variants
| Florida | 3 of 15 answers |
| 6 | Alpine Tool Inc 2 employeesLargo, Florida | Largo, Florida | 2 of 15 answers |
| 7 | Miller Tool & Die 18 employeesLake Park, Florida | Lake Park, Florida | 2 of 15 answers |
| 8 | Sohacki Industries 20 employeesSt. Augustine, Florida | St. Augustine, Florida | 2 of 15 answers |
| 9 | Integral Components Manufacturing Florida | Florida | 2 of 15 answers |
| 10 | Linal Tool, Inc. Florida | Florida | 2 of 15 answers |
26 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 Florida. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| ETCO Incorporated | Rhode Island | 7 of 15 |
| J&C Custom Tooling LLC | Minnesota | 4 of 15 |
| Mahuta Tool Corp. | Wisconsin | 4 of 15 |
| Wrico Stamping of Florida | Arizona | 4 of 15 |
| Quasar Industries | Michigan | 2 of 15 |
| Davis Tool & Die | Missouri | 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 Florida”
- 2“Who supplies precision progressive stamping dies for high-volume automotive parts in Florida”
- 3“I need a Florida 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 Florida for stamping, casting and forging dies for OEM buyers”
- 5“Which Florida 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 Florida 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.comDirectory13 companies
- en.wikipedia.orgDirectory6 companies
- mahutatool.com3 companies
- sheffieldmachinerydirect.com3 companies
- toctooling.com3 companies
- whereorg.com2 companies
- wrico-net.com2 companies
- macraesbluebook.comDirectory2 companies
- advancetoolfla.com1 company
- anchormachineshop.com1 company
- davistool.com1 company
- dc-stamptec.com1 company
43 sources were cited across this cell's answers from 35 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Florida in context
Florida ranks 6th 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%.
- Minnesota34%
- Wisconsin24%
- Missouri23%
- Indiana22%
- Pennsylvania19%
- Florida18%
- Illinois14%
- New Jersey14%
- New York12%
- California12%
- Texas11%
- Ohio11%
- Michigan11%
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 sunmicrostamping.com or any other domain
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- Every question it was named on
- Every question it was not
- What moved
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