Blue Book

AI Visibility Index · Cell report

Measured

AI Visibility Index: Custom & Special Machinery in North Carolina

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

  • 62 companies tracked
  • Last measured September 30, 2026
  • Next measurement October 30, 2026
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The headline numbers

Never named by AI

49 of 62

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.

  • 13 named at least once
  • 49 never named
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Cell average
0.48of 15

Across all 62 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 North Carolina

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

Top 10 most AI-visible Custom & Special Machinery companies in North Carolina, measured September 30, 2026
RankCompanyAI visibility
1
Descher Automation
North Carolina

14 of 15 answers

2
Allied Automation Inc
12 employeesApex, North Carolina
2 name variants
  • Allied Automation Inc.most common6
  • Allied Automation4

10 of 15 answers

3
Absolute Automation Solutions
North Carolina

8 of 15 answers

4
Brooks Machine & Design, Inc.
17 employeesZebulon, North Carolina
4 name variants
  • Brooks Machine & Designmost common2
  • Brooks Machine & Design, Inc.1
  • Brooks Machine Inc.1
  • Brooks Machine1

5 of 15 answers

5
Brooks Machine & Design / Gaylord Assembly
North Carolina

4 of 15 answers

6
Trimantec
North Carolina

4 of 15 answers

7
ABCO Automation Inc
82 employeesBrowns Summit, North Carolina
2 name variants
  • ABCO Automationmost common2
  • ABCO Automation, Inc.1

3 of 15 answers

8
U.S. Bottlers Machinery Company
85 employeesCharlotte, North Carolina
2 name variants
  • U.S. Bottlers Machinerymost common2
  • U.S. Bottlers Machinery Co.1

3 of 15 answers

9
AAE North America
North Carolina

3 of 15 answers

10
PX Machines
North Carolina

3 of 15 answers

31 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 North Carolina. They belong to that state's ranking, not this one.

CompanyStateMentions
Linear Solutions, Inc.Utah10 of 15
Keller Technology CorporationNew York7 of 15
Control Technologies, LLCMassachusetts6 of 15
Think‑PLCVirginia2 of 15
Automation Engineering Company (AEC)South Carolina1 of 15
Custom Automation Inc.Minnesota1 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 custom and special machinery companies in North Carolina”
  2. 2“Who supplies custom automated assembly machinery in North Carolina”
  3. 3“I need a North Carolina custom machinery partner for a new high-speed packaging line, who should I talk to”
  4. 4“Top custom and special machinery suppliers in North Carolina for manufacturing engineering buyers”
  5. 5“Which North Carolina custom machinery builders can handle turnkey design, fabrication, and integration of robotic systems”
  6. 6“List 20 custom and special machinery companies in North Carolina 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
  • brooksmachine.com
    3 companies
  • gaylordassembly.com
    3 companies
  • atlanticpkg.com
    3 companies
  • kellertechnology.com
    2 companies
  • alliedautomation.com
    2 companies
  • descher-mail.com
    2 companies
  • lsi-nc.com
    2 companies
  • pxmachines.com
    2 companies
  • usbottlers.com
    2 companies
  • capefearautomation.com
    1 company
  • goabco.com
    1 company

51 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.

North Carolina in context

North Carolina ranks 7th 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%.

North Carolina (this report)Other measured statesCategory average (20%)

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More published reports in North Carolina