AI Visibility Index · Cell report

Measured

AI Visibility Index: Jigs, Fixtures & Custom Tooling in New York

When a buyer asks an AI assistant for a jigs, fixtures & custom tooling supplier in New York, these are the companies that get named. This is what we found when the cell was last measured.

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

The headline numbers

Never named by AI

177 of 193

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.

  • 16 named at least once
  • 177 never named
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Cell average
0.19of 15

Across all 193 tracked companies.

Top ten average
6.2of 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 New York

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

Top 10 most AI-visible Jigs, Fixtures & Custom Tooling companies in New York, measured September 30, 2026
RankCompanyAI visibility
1
PRZ Technologies
8 employeesLancaster, New York

12 of 15 answers

2
Makelab
New York

9 of 15 answers

3
Keystone Tool & Die, Inc.
New York

7 of 15 answers

4
Niekamp Tool Co.
New York

7 of 15 answers

5
Partouch Concepts
New York

6 of 15 answers

6
Tombstone City
New York

6 of 15 answers

7
Williams Tool Inc.
40 employeesChadwicks, New York

5 of 15 answers

8
ALNA Industrial
New York

5 of 15 answers

9
HJM Precision, Inc.
15 employeesTroy, New York

3 of 15 answers

10
Lakeside Precision Inc.
22 employeesDunkirk, New York

2 of 15 answers

25 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 New York. They belong to that state's ranking, not this one.

CompanyStateMentions
Vaupell Inc.New Hampshire4 of 15
BrewerMadeWisconsin1 of 15
H.M.E.-ToolOntario1 of 15
Hardinge Inc.Ontario1 of 15
Industrial Tool Inc.Minnesota1 of 15
Mahuta Tool Corp.Wisconsin1 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 suppliers of jigs, fixtures and custom tooling in New York”
  2. 2“Who supplies custom quick-change machining fixtures in New York”
  3. 3“I need a New York partner to design and build production jigs and fixtures for a new assembly line, who should I talk to”
  4. 4“Top jigs, fixtures and custom tooling suppliers in New York for manufacturing engineering buyers”
  5. 5“Which New York jig, fixture and custom tooling specialists can design and build fully modular CNC workholding systems”
  6. 6“List 20 jigs, fixtures and custom tooling companies in New York 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
    3 companies
  • hme-tool.com
    2 companies
  • mahutatool.com
    2 companies
  • makelab.com
    1 company
  • ktdny.com
    1 company
  • lakesideprecision.com
    1 company
  • a-fabinc.com
    1 company
  • alliedtoolsinc.com
    1 company
  • alnamechanical.com
    1 company
  • alouettetool.com
    1 company
  • bconsultingcnc.com
    1 company
  • blanchardindustrial.com
    1 company

46 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.

New York in context

New York ranks 11th of 17 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%.

New York (this report)Other measured statesCategory average (9%)

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