AI Visibility Index · Cell report

Measured

AI Visibility Index: Industrial Machinery & Equipment Distributors in Arkansas

When a buyer asks an AI assistant for a industrial machinery & equipment distributors supplier in Arkansas, these are the companies that get named. This is what we found when the cell was last measured.

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

The headline numbers

Never named by AI

47 of 61

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.

  • 14 named at least once
  • 47 never named
Not sure whether you are one of them?Check your domain
Cell average
0.57of 15

Across all 61 tracked companies.

Top ten average
4.3of 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 Arkansas

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

Top 10 most AI-visible Industrial Machinery & Equipment Distributors companies in Arkansas, measured September 30, 2026
RankCompanyAI visibility
1
Flexion Material Handling LLC
Little Rock, Arkansas
2 name variants
  • Flexion Material Handlingmost common7
  • Flexion Material Handling – Little Rock, AR1

8 of 15 answers

2
J+H Automation Solutions
7 employeesHackett, Arkansas

8 of 15 answers

3
Arkansas Mill Supply Co
28 employeesPine Bluff, Arkansas
2 name variants
  • Arkansas Mill Supply Companymost common4
  • Arkansas Mill Supply Co.2

6 of 15 answers

4
Cimarron Industrial Sales
Arkansas

5 of 15 answers

5
Fab-Ron
Arkansas
2 name variants
  • Fab-Ronmost common4
  • FAB-RON – North Little Rock, AR1

5 of 15 answers

6
Paxiom Group
Arkansas

3 of 15 answers

7
Crown Packaging Corp. - Little Rock, Arkansas Office
10 employeesLittle Rock, Arkansas
2 name variants
  • Crown Packaging – Little Rock, Arkansas Branchmost common1
  • Crown Packaging Corp. – Little Rock Branch1

2 of 15 answers

8
Sigma Supply of North America (Springdale, AR)
6 employeesSpringdale, Arkansas

2 of 15 answers

9
PLAN IT Packaging Systems
Arkansas

2 of 15 answers

10
Steel Sales & Equipment Co. of Arkansas
Arkansas

2 of 15 answers

30 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 Arkansas. They belong to that state's ranking, not this one.

CompanyStateMentions
Cisco‑EagleTennessee3 of 15
E‑Stop Machinery Sales Inc.Michigan3 of 15
AirgasConnecticut2 of 15
Rusco PackagingTexas2 of 15
Technical Machinery Sales Inc.Wisconsin2 of 15
Anchor IndustrialBritish Columbia1 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 industrial machinery and equipment distributors in Arkansas”
  2. 2“Who supplies automated palletizing systems through distributors in Arkansas”
  3. 3“I need a Arkansas industrial machinery distributor to support a new packaging line installation, who should I talk to”
  4. 4“Top industrial machinery and equipment distributors in Arkansas for manufacturing plant buyers”
  5. 5“Which Arkansas industrial machinery distributors can provide turnkey installation and maintenance support”
  6. 6“List 20 industrial machinery and equipment distributors in Arkansas 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
    8 companies
  • crossco.com
    3 companies
  • fabron.net
    3 companies
  • machinetools.com
    3 companies
  • anchorindustrial.com
    2 companies
  • planitpackaging.com
    2 companies
  • arkansasmill.com
    2 companies
  • crownpack.com
    2 companies
  • en.wikipedia.orgDirectory
    2 companies
  • flexionarkansas.com
    2 companies
  • globalspec.comDirectory
    2 companies
  • jhautomationsolutions.com
    1 company

58 sources were cited across this cell's answers from 52 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Arkansas in context

Arkansas ranks 8th of 31 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 14%.

Look up a company

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More published reports in Arkansas