AI Visibility Index · Cell report

Measured

AI Visibility Index: Metal Stampings in Massachusetts

When a buyer asks an AI assistant for a metal stampings supplier in Massachusetts, these are the companies that get named. This is what we found when the cell was last measured.

  • 107 companies tracked
  • Last measured September 30, 2026
  • Next measurement October 30, 2026

The headline numbers

Never named by AI

94 of 107

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.

  • 13 named at least once
  • 94 never named
Not sure whether you are one of them?Check your domain
Cell average
0.75of 15

Across all 107 tracked companies.

Top ten average
7.7of 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 Massachusetts

These are the companies AI assistants named most often when Massachusetts buyers went looking for a supplier in this category.

Top 10 most AI-visible Metal Stampings companies in Massachusetts, measured September 30, 2026
RankCompanyAI visibility
1
Larson Tool & Stamping Co.
85 employeesAttleboro, Massachusetts
2 name variants
  • Larson Tool & Stampingmost common10
  • Larson Tool & Stamping Company1

11 of 15 answers

2
Samtan Engineering Corporation
30 employeesMalden, Massachusetts
2 name variants
  • Samtan Engineering, LLCmost common7
  • Samtan Engineering4

11 of 15 answers

3
Excel Tool & Die Company, Inc.
12 employeesQuincy, Massachusetts
3 name variants
  • Excel Tool & Die Co.most common6
  • Excel Tool & Die Co., Inc.2
  • Excel Tool & Die2

10 of 15 answers

4
New England Metalform,Inc.
Plainville, Massachusetts
2 name variants
  • New England Metalform, Inc.most common5
  • New England Metalform5

10 of 15 answers

5
Whitman Tool & Die Co. Inc.
43 employeesWhitman, Massachusetts
3 name variants
  • Whitman Tool & Diemost common5
  • Whitman Tool & Die Co., Inc.4
  • Whitman Tool & Die Co.1

10 of 15 answers

6
Donahue Industries Inc
28 employeesShrewsbury, Massachusetts
2 name variants
  • Donahue Industries, Inc.most common6
  • Donahue Industries2

8 of 15 answers

7
Echo Industries
20 employeesOrange, Massachusetts

6 of 15 answers

8
Peter Forg Manufacturing Co.
20 employeesSomerville, Massachusetts
3 name variants
  • Peter Forg Manufacturing Co.most common3
  • Peter Forg Manufacturing2
  • Peter Forg Manufacturing Company1

6 of 15 answers

9
Springfield Spring Corp
23 employeesEast Longmeadow, Massachusetts

3 of 15 answers

10
WS Associates
5 employeesLexington, Massachusetts

2 of 15 answers

10 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 Massachusetts. They belong to that state's ranking, not this one.

CompanyStateMentions
Joma IncorporatedConnecticut3 of 15
M. Lizen Manufacturing Co.Illinois2 of 15
Rowley Spring & Stamping Corp.Connecticut1 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 metal stampings companies in Massachusetts”
  2. 2“Who supplies custom progressive die metal stampings in Massachusetts”
  3. 3“I need a Massachusetts metal stampings partner for a 100,000 unit appliance bracket run, who should I talk to”
  4. 4“Top metal stampings suppliers in Massachusetts for automotive OEM buyers”
  5. 5“Which Massachusetts metal stampings companies can handle high-volume stainless steel progressive die work”
  6. 6“List 20 metal stampings companies in Massachusetts 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.

  • whitmantoolanddie.com
    3 companies
  • exceltool-die.com
    3 companies
  • mail.peterforg.com
    3 companies
  • larsontool.com
    2 companies
  • aluongo.com
    2 companies
  • donahueindustries.com
    2 companies
  • hi-techstampings.com
    2 companies
  • mlizen.com
    2 companies
  • nemetalform.com
    2 companies
  • samtanengineering.com
    2 companies
  • carlstrompm.com
    1 company
  • crystalengineering.com
    1 company

27 sources were cited across this cell's answers from 22 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Massachusetts in context

Massachusetts ranks 7th of 20 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 9%.

Massachusetts (this report)Other measured statesCategory average (9%)

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More published reports in Massachusetts