AI Visibility Index · Cell report

Measured

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

Top 10 most AI-visible Tool & Die (Stamping, Casting & Forging Dies) companies in Florida, measured September 30, 2026
RankCompanyAI visibility
1
Sun Microstamping Technologies
300 employeesClearwater, Florida

9 of 15 answers

2
Unique Tool And Die LLC
Florida

4 of 15 answers

3
Decimal Engineering
75 employeesCoral Springs, Florida
2 name variants
  • Decimal Engineeringmost common2
  • Decimal Engineering, Inc.1

3 of 15 answers

4
M&P Manufacturing USA
Florida

3 of 15 answers

5
Thompson Outils Concept LLC
Florida
3 name variants
  • Thompson Outils Concept LLC (TOC Tooling)most common1
  • Thompson Outils Concept (TOC Tooling)1
  • Thompson Outils Concept LLC1

3 of 15 answers

6
Alpine Tool Inc
2 employeesLargo, Florida

2 of 15 answers

7
Miller Tool & Die
18 employeesLake Park, Florida

2 of 15 answers

8
Sohacki Industries
20 employeesSt. Augustine, Florida

2 of 15 answers

9
Integral Components Manufacturing
Florida

2 of 15 answers

10
Linal Tool, Inc.
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.

CompanyStateMentions
ETCO IncorporatedRhode Island7 of 15
J&C Custom Tooling LLCMinnesota4 of 15
Mahuta Tool Corp.Wisconsin4 of 15
Wrico Stamping of FloridaArizona4 of 15
Quasar IndustriesMichigan2 of 15
Davis Tool & DieMissouri1 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 tool and die companies for stamping, casting and forging dies in Florida”
  2. 2“Who supplies precision progressive stamping dies for high-volume automotive parts in Florida”
  3. 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. 4“Top tool and die suppliers in Florida for stamping, casting and forging dies for OEM buyers”
  5. 5“Which Florida tool and die makers can handle large progressive dies with in-die sensing and quick-change inserts”
  6. 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.comDirectory
    13 companies
  • en.wikipedia.orgDirectory
    6 companies
  • mahutatool.com
    3 companies
  • sheffieldmachinerydirect.com
    3 companies
  • toctooling.com
    3 companies
  • whereorg.com
    2 companies
  • wrico-net.com
    2 companies
  • macraesbluebook.comDirectory
    2 companies
  • advancetoolfla.com
    1 company
  • anchormachineshop.com
    1 company
  • davistool.com
    1 company
  • dc-stamptec.com
    1 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%.

Florida (this report)Other measured statesCategory average (15%)

Look up a company

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  • Every question it was not
  • What moved

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More published reports in Florida