AI Visibility Index: Custom & Special Machinery in New York

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

121 companies tracked
Last measured September 30, 2026
Next measurement October 30, 2026

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The headline numbers

Never named by AI

94 of 121

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.

27 named at least once
94 never named

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Cell average: 0.6of 15
Across all 121 tracked companies.
Top ten average: 5.7of 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 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 Custom & Special Machinery companies in New York, measured September 30, 2026
Rank	Company	Location	AI visibility
1	JH Robotics 33 employeesJohnson City, New York 2 name variants JH Roboticsmost common6 JH Robotics, Inc.2	Johnson City, New York	8 of 15 answers
2	Keller Technology Corporation 34 employeesTonawanda, New York 2 name variants Keller Technology Corporationmost common7 Keller Technology Corp.1	Tonawanda, New York	8 of 15 answers
3	TMD Automation New York	New York	8 of 15 answers
4	Cim-Tech Corporation 10 employeesHopewell Junction, New York 3 name variants Cim-Tech Corporationmost common3 Cim‑Tech Corp3 Cim-Tech1	Hopewell Junction, New York	7 of 15 answers
5	Maris Systems Design Inc 20 employeesSpencerport, New York	Spencerport, New York	7 of 15 answers
6	Peko Precision Products, Inc. 115 employeesRochester, New York	Rochester, New York	5 of 15 answers
7	Riverside Automation 12 employeesRochester, New York	Rochester, New York	5 of 15 answers
8	Orics Industries Inc 50 employeesFarmingdale, New York 2 name variants ORICS Industriesmost common2 ORICS Industries Inc.1	Farmingdale, New York	3 of 15 answers
9	Packaging Dynamics Ltd Bohemia, New York	Bohemia, New York	3 of 15 answers
10	Universal Instruments Corporation 630 employeesConklin, New York	Conklin, New York	3 of 15 answers

33 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.

Company	State	Mentions
Damar Machinery Co., Inc.	Michigan	2 of 15
Mitchell Machine	Massachusetts	1 of 15
Power Transmission Supplies, Inc. (Power-Tran)	Connecticut	1 of 15
Power-Tran Inc.	Connecticut	1 of 15
Spectrum Design LLC	Tennessee	1 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“Best custom and special machinery companies in New York”
2“Who supplies custom automated assembly machinery in New York”
3“I need a New York custom machinery partner for a new high-speed packaging line, who should I talk to”
4“Top custom and special machinery suppliers in New York for manufacturing engineering buyers”
5“Which New York custom machinery builders can handle turnkey design, fabrication, and integration of robotic systems”
6“List 20 custom and special machinery 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.

cim-techcorp.com
3 companies
power-tran.com
3 companies
thomasnet.comDirectory
3 companies
jhrobotics.com
2 companies
en.wikipedia.orgDirectory
2 companies
kellertechnology.com
2 companies
customsi.com
2 companies
ktdny.com
2 companies
orics.com
2 companies
yawautomation.com
2 companies
pekoprecision.com
1 company
adsautomation.com
1 company

50 sources were cited across this cell's answers from 44 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 3rd of 10 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 20%.

New York (this report)Other measured statesCategory average (20%)

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