AI Visibility Index · Cell report

Measured

AI Visibility Index: Industrial Boilers in Florida

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

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

The headline numbers

Never named by AI

81 of 87

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.

  • 6 named at least once
  • 81 never named
Not sure whether you are one of them?Check your domain
Cell average
0.32of 15

Across all 87 tracked companies.

Top ten average
5of 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 Florida

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

Top 10 most AI-visible Industrial Boilers companies in Florida, measured September 30, 2026
RankCompanyAI visibility
1
Thermal Tech Inc
11 employeesOrlando, Florida

11 of 15 answers

2
Industrial Engineering
5 employeesOrlando, Florida
6 name variants
  • Industrial Engineering (IE Boilers)most common3
  • Industrial Engineering, Inc.3
  • Industrial Engineering (Thermogenics group)1
  • Industrial Engineering (ieboilers.com)1
  • Industrial Engineering Boilers1
  • Industrial Engineering1

10 of 15 answers

3
East Polk, LLC – The Complete Boiler Source
Florida

8 of 15 answers

4
Brennick Brothers, Inc.
Florida

6 of 15 answers

5
East Polk LLC
4 employeesLakeland, Florida

4 of 15 answers

6
Hurst Boiler & Welding Co., Inc.
Florida
2 name variants
  • Hurst Boiler & Welding Co., Inc.most common2
  • Hurst Boiler & Welding Co.1

3 of 15 answers

7
UM Group, Inc.
Florida

3 of 15 answers

8
Engineered Energy Equipment
Florida
2 name variants
  • Engineered Energy Equipment, Inc.most common1
  • Engineered Energy Equipment1

2 of 15 answers

9
Yown’s Boiler & Furnace Service, Inc.
Florida

2 of 15 answers

10
Alpha Boilers Inc
10 employeesCoral Gables, Florida

1 of 15 answers

21 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 Florida. They belong to that state's ranking, not this one.

CompanyStateMentions
Boiler Technologies UnlimitedMinnesota9 of 15
ADCO CompaniesAlabama3 of 15
Cleaver-BrooksGeorgia2 of 15
Mason EngineeringWashington2 of 15
Victory EnergyOklahoma2 of 15
Hydro TechnologiesAlabama1 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 suppliers of industrial boilers in Florida”
  2. 2“Who supplies high-pressure packaged fire-tube industrial boilers in Florida”
  3. 3“I need a Florida industrial boiler partner for a new food processing plant installation, who should I talk to”
  4. 4“Top industrial boiler suppliers in Florida for facilities and maintenance buyers”
  5. 5“Which Florida industrial boiler companies can handle turnkey installation and commissioning of 100,000 lb per hour steam systems”
  6. 6“List 20 industrial boiler companies in Florida 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.

  • hurstboiler.com
    8 companies
  • ieboilers.com
    6 companies
  • boilertechnologies.com
    3 companies
  • yowns.com
    3 companies
  • eastpolkllc.com
    2 companies
  • victoryenergy.com
    2 companies
  • adcoboiler.com
    2 companies
  • cannonboilerworks.com
    2 companies
  • eeeinc.net
    2 companies
  • en.wikipedia.orgDirectory
    2 companies
  • masonengineering.com
    2 companies
  • thomasnet.comDirectory
    2 companies

39 sources were cited across this cell's answers from 29 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Florida in context

Florida ranks 11th 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%.

Florida (this report)Other measured statesCategory average (6%)

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