AI Visibility Index · Cell report
MeasuredAI Visibility Index: Industrial Automation & Robotics in Tennessee
When a buyer asks an AI assistant for a industrial automation & robotics supplier in Tennessee, these are the companies that get named. This is what we found when the cell was last measured.
- 58 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
47 of 58
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.
- 11 named at least once
- 47 never named
- Cell average
- 0.64of 15
Across all 58 tracked companies.
- Top ten average
- 7.1of 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 Tennessee
These are the companies AI assistants named most often when Tennessee buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | DRM LLC 40 employeesLawrenceburg, Tennessee 4 name variants
| Lawrenceburg, Tennessee | 14 of 15 answers |
| 2 | elliTek Tennessee 2 name variants
| Tennessee | 10 of 15 answers |
| 3 | Universal Logic, Inc. Nashville, Tennessee 3 name variants
| Nashville, Tennessee | 10 of 15 answers |
| 4 | Automation Design Works Tennessee | Tennessee | 8 of 15 answers |
| 5 | Tennessee Rand Tennessee 3 name variants
| Tennessee | 8 of 15 answers |
| 6 | NAVUS Automation Tennessee | Tennessee | 6 of 15 answers |
| 7 | Logical Systems, LLC 20 employeesJackson, Tennessee 2 name variants
| Jackson, Tennessee | 5 of 15 answers |
| 8 | Custom Control Solutions LLC 10 employeesCleveland, Tennessee 2 name variants
| Cleveland, Tennessee | 4 of 15 answers |
| 9 | Brozelco Inc 20 employeesRockford, Tennessee | Rockford, Tennessee | 3 of 15 answers |
| 10 | RWD Automation Tennessee | Tennessee | 3 of 15 answers |
27 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 Tennessee. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Kinemetrix | Kentucky | 3 of 15 |
| SolVIS | Wisconsin | 3 of 15 |
| Conveyability | Michigan | 1 of 15 |
Named, but placed in another state
The AI answers themselves put these companies in a different state, so they were not counted for Tennessee. Whether MacRAE'S lists them elsewhere is not yet known.
| Company | State | Mentions |
|---|---|---|
| Altimate Controls | South Carolina | 2 of 15 |
One of these yours?
A complete Blue Book listing is one of the sources assistants read in this category. Confirming your details is free.
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 industrial automation and robotics companies in Tennessee”
- 2“Who supplies turnkey robotic palletizing cells in Tennessee”
- 3“I need a Tennessee automation partner for a fully automated assembly line upgrade, who should I talk to”
- 4“Top industrial automation and robotics suppliers in Tennessee for manufacturing engineering buyers”
- 5“Which Tennessee industrial automation and robotics integrators can handle multi-robot vision-guided pick-and-place systems”
- 6“List 20 industrial automation and robotics companies in Tennessee 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.comDirectory8 companies
- drmcontrols.com4 companies
- tennrand.com3 companies
- en.wikipedia.orgDirectory3 companies
- nkcinnovations.com3 companies
- ellitek.com2 companies
- logicalsysinc.com2 companies
- altimatecontrolsllc.com2 companies
- automationnth.com2 companies
- ccs-tn.com2 companies
- eosysgroup.com2 companies
- hillarymachinery.com2 companies
40 sources were cited across this cell's answers from 33 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Tennessee in context
Tennessee ranks 3rd 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 12%.
- New Jersey24%
- Massachusetts23%
- Tennessee19%
- Indiana17%
- Wisconsin14%
- Ohio13%
- Michigan12%
- New York11%
- Illinois10%
- Pennsylvania9%
- Texas6%
- California3%
Look up a company
Enter a domain or a company name to see whether it is tracked in this cell, and whether the answers named it. This is a lookup against a measurement already taken, so it is instant.
Try drmcontrols.com or any other domain
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- Every question it was named on
- Every question it was not
- What moved
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More published reports in Tennessee
- Metal Fabrication Services293 tracked
- Contract Machining & Machine Shops190 tracked
- Metal Cutting Tools179 tracked
- Injection Molded Plastics151 tracked
- Industrial Machinery & Equipment Distributors148 tracked
- Conveyors & Material Handling Equipment124 tracked
- Plastic Extrusion & Thermoforming107 tracked
- Industrial & Process Controls104 tracked
- Welding Services99 tracked
- Electrical Equipment Distributors97 tracked
- Metal Finishing Services96 tracked
- Metal Stampings89 tracked