AI Visibility Index · Cell report
MeasuredAI Visibility Index: Industrial Boilers in Ohio
When a buyer asks an AI assistant for a industrial boilers supplier in Ohio, these are the companies that get named. This is what we found when the cell was last measured.
- 172 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
164 of 172
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.
- 8 named at least once
- 164 never named
- Cell average
- 0.27of 15
Across all 172 tracked companies.
- Top ten average
- 6.3of 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 Ohio
These are the companies AI assistants named most often when Ohio buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | D.B. Johnsen Co.Every answer 11 employeesRichfield, Ohio 2 name variants
| Richfield, Ohio | 15 of 15 answers |
| 2 | Boiler Tech Inc 7 employeesColumbus, Ohio | Columbus, Ohio | 10 of 15 answers |
| 3 | Kelden Equipment Inc 5 employeesBatavia, Ohio | Batavia, Ohio | 7 of 15 answers |
| 4 | Smith Hughes 10 employeesCincinnati, Ohio 3 name variants
| Cincinnati, Ohio | 7 of 15 answers |
| 5 | Energy Control, Inc. Ohio | Ohio | 7 of 15 answers |
| 6 | Boiler Specialists, Inc. Ohio | Ohio | 6 of 15 answers |
| 7 | Babcock & Wilcox Co 15 employeesCincinnati, Ohio 2 name variants
| Cincinnati, Ohio | 4 of 15 answers |
| 8 | Roberts Mechanical Equipment Co. Ohio | Ohio | 3 of 15 answers |
| 9 | NBW Inc 48 employeesCleveland, Ohio | Cleveland, Ohio | 2 of 15 answers |
| 10 | Energy Control, Inc. / Ohio Boiler Rentals Ohio | Ohio | 2 of 15 answers |
12 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 Ohio. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| WARE | Tennessee | 9 of 15 |
| Delval Equipment Corp. | Pennsylvania | 3 of 15 |
| Power Mechanical, Inc. | Virginia | 1 of 15 |
| Victory Energy Operations, LLC | Oklahoma | 1 of 15 |
| Williams & Davis Boilers | Texas | 1 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 suppliers of industrial boilers in Ohio”
- 2“Who supplies high-pressure packaged fire-tube industrial boilers in Ohio”
- 3“I need a Ohio industrial boiler partner for a new food processing plant installation, who should I talk to”
- 4“Top industrial boiler suppliers in Ohio for facilities and maintenance buyers”
- 5“Which Ohio industrial boiler companies can handle turnkey installation and commissioning of 100,000 lb per hour steam systems”
- 6“List 20 industrial boiler companies in Ohio 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.
- smithhughes.com3 companies
- hurstboiler.com3 companies
- econtrol.com2 companies
- dbjohnsen.com2 companies
- daltoncombustion.com2 companies
- delval.com2 companies
- en.wikipedia.orgDirectory2 companies
- greatlakesboiler.com2 companies
- ohheating.com2 companies
- wareinc.com2 companies
- boilerspecialists.com1 company
- keldenequipment.com1 company
41 sources were cited across this cell's answers from 25 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Ohio in context
Ohio ranks 15th of 18 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 6%.
- Michigan12%
- Missouri11%
- Minnesota9%
- Pennsylvania9%
- Georgia8%
- Washington8%
- North Carolina8%
- Indiana8%
- Wisconsin8%
- Massachusetts7%
- Florida7%
- New York6%
- Illinois6%
- Oklahoma6%
- Ohio5%
- California4%
- Texas3%
- New Jersey2%
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 dbjohnsen.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 Ohio
- Metal Fabrication Services945 tracked
- Contract Machining & Machine Shops846 tracked
- Metal Cutting Tools779 tracked
- Injection Molded Plastics537 tracked
- Metal Stampings428 tracked
- Metal Finishing Services396 tracked
- Industrial & Process Controls383 tracked
- Welding Services378 tracked
- Conveyors & Material Handling Equipment365 tracked
- Jigs, Fixtures & Custom Tooling349 tracked
- Industrial Machinery & Equipment Distributors345 tracked
- Plastic Extrusion & Thermoforming339 tracked