AI Visibility Index · Cell report

Measured

AI Visibility Index: Stainless Steel Fabrication in New York

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

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

The headline numbers

Never named by AI

101 of 118

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.

  • 17 named at least once
  • 101 never named
Not sure whether you are one of them?Check your domain
Cell average
0.29of 15

Across all 118 tracked companies.

Top ten average
3.6of 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 Stainless Steel Fabrication companies in New York, measured September 30, 2026
RankCompanyAI visibility
1
Steel & O'Brien Manufacturing
56 employeesArcade, New York
2 name variants
  • Steel & O’Brien Manufacturingmost common3
  • Steel & O’Brien2

5 of 15 answers

2
Atlas Automation
17 employeesRochester, New York

4 of 15 answers

3
Bruns Bros. Process Equipment
8 employeesEast Syracuse, New York

4 of 15 answers

4
Felber Metal Fabrication
New York

4 of 15 answers

5
JBF Stainless
New York

4 of 15 answers

6
American Boiler, Tank & Welding Co., Inc.
15 employeesAlbany, New York
2 name variants
  • American Boiler, Tank & Welding Co., Inc.most common2
  • American Boiler, Tank & Welding Co.1

3 of 15 answers

7
Hatfield Metal Fabrication, Inc.
45 employeesPoughkeepsie, New York

3 of 15 answers

8
Westco FG Corp
15 employeesSleepy Hollow, New York

3 of 15 answers

9
D&W Sheet Metal
New York

3 of 15 answers

10
Metalmania Sheet Metal Works
New York

3 of 15 answers

42 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
NYCAMCalifornia5 of 15
Feldmeier EquipmentNevada4 of 15
Apex Fabrication LLCMichigan2 of 15
A&A Equipment SolutionsIllinois1 of 15
M&M FabricatingOhio1 of 15
The Shop Inc.Colorado1 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 stainless steel fabrication companies in New York”
  2. 2“Who supplies custom stainless steel process tanks with welded fittings in New York”
  3. 3“I need a New York stainless steel fabrication partner for a short-run sanitary equipment build, who should I talk to”
  4. 4“Top stainless steel fabrication suppliers in New York for food and beverage plant engineering buyers”
  5. 5“Which New York stainless steel fabricators can handle TIG welding of thin-gauge stainless assemblies”
  6. 6“List 20 stainless steel fabrication 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.

  • steelobrien.com
    2 companies
  • paulindustriesllc.org
    2 companies
  • americanboiler.com
    2 companies
  • cusemetals.com
    2 companies
  • felbermetalny.com
    2 companies
  • mactechfab.com
    2 companies
  • maloyalaser.com
    2 companies
  • mirromechanical.com
    2 companies
  • nycprecisionmetals.com
    2 companies
  • sunnyiron.com
    2 companies
  • westcocorp.com
    1 company
  • aaequipmentsolutions.com
    1 company

60 sources were cited across this cell's answers from 55 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 7th of 12 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%.

New York (this report)Other measured statesCategory average (15%)

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