AI Visibility Index · Cell report

Measured

AI Visibility Index: Welding Services in Pennsylvania

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

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

The headline numbers

Never named by AI

271 of 288

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
  • 271 never named
Not sure whether you are one of them?Check your domain
Cell average
0.17of 15

Across all 288 tracked companies.

Top ten average
5.1of 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 Pennsylvania

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

Top 10 most AI-visible Welding Services companies in Pennsylvania, measured September 30, 2026
RankCompanyAI visibility
1
Walco Fabricating Co
18 employeesPottsville, Pennsylvania

7 of 15 answers

2
Alloy Fabrication Inc
20 employeesReading, Pennsylvania

6 of 15 answers

3
HDz Fab n Design, LLC
Pennsylvania

6 of 15 answers

4
PennFab
Pennsylvania
2 name variants
  • PennFab, Inc.most common3
  • PennFab3

6 of 15 answers

5
Littell Steel Company
Pennsylvania

5 of 15 answers

6
Precision Steel Services, Inc.
Pennsylvania

5 of 15 answers

7
Riley Welding & Fabricating
5 employeesHanover, Pennsylvania

4 of 15 answers

8
J.R. Smith Welding Service, Inc.
Pennsylvania

4 of 15 answers

9
Velocity Welding
Pennsylvania

4 of 15 answers

10
Wahl’s On‑site Welding and Repair LLC
Pennsylvania

4 of 15 answers

48 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 Pennsylvania. They belong to that state's ranking, not this one.

CompanyStateMentions
Gray WeldingTexas4 of 15
Smith’s Welding and FabricationCalifornia3 of 15
ALL FAB Metal FabricationOhio1 of 15
MultiMetal Inc.Alabama1 of 15
Weld-Rite ServicesIllinois1 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 welding service companies in Pennsylvania”
  2. 2“Who supplies structural steel welding services in Pennsylvania”
  3. 3“I need a Pennsylvania welding services partner for a short-run custom machinery frame build, who should I talk to”
  4. 4“Top welding services suppliers in Pennsylvania for industrial maintenance buyers”
  5. 5“Which Pennsylvania welding service providers can handle certified AWS D1.1 structural welds”
  6. 6“List 20 welding services companies in Pennsylvania 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.

  • mwsfab.co
    3 companies
  • allfabpa.com
    2 companies
  • ehcind.com
    2 companies
  • jrsmithwelding.com
    2 companies
  • landiswelding.com
    2 companies
  • pennfab.com
    2 companies
  • pennifw.com
    2 companies
  • westmorelandsteel.com
    2 companies
  • wpsfinc.com
    2 companies
  • pennwelding.com
    1 company
  • rileywelding.com
    1 company
  • brmf.net
    1 company

69 sources were cited across this cell's answers from 59 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Pennsylvania in context

Pennsylvania ranks 17th of 26 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 8%.

Pennsylvania (this report)Other measured statesCategory average (8%)

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More published reports in Pennsylvania