AI Visibility Index · Cell report
AI Visibility Index: Abrasive & Polishing Pads in Florida
34 companies tracked · Last measured September 15, 2026
When a buyer asks an AI assistant for a abrasive & polishing pads supplier in Florida, these are the companies that get named. This is what we found when the cell was last measured.
The headline numbers
28 of 34
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.
Not sure whether you are one of them? Check your domain.
- Cell average
- 0.32of 15
- Top ten average
- 3.9of 15
Across all 34 tracked companies.
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.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | AA Casey Co. | Florida | 7 of 15 answers |
| 2 | Diamond Tool Store2 name variants
| Florida | 5 of 15 answers |
| 3 | Florida Silica Sand Company20 employees2 name variants
| Fort Lauderdale, Florida | 5 of 15 answers |
| 4 | Universal Polishing Systems | Florida | 5 of 15 answers |
| 5 | Laine Industries Inc6 employees2 name variants
| Lake City, Florida | 3 of 15 answers |
| 6 | World Diamond Source Inc34 employees2 name variants
| Pompano Beach, Florida | 3 of 15 answers |
| 7 | Apex Abrasives2 name variants
| Florida | 3 of 15 answers |
| 8 | Factory Direct Distributors2 name variants
| Florida | 3 of 15 answers |
| 9 | Xtreme Polishing Systems2 name variants
| Florida | 3 of 15 answers |
| 10 | Surface Prep Supply6 employees2 name variants
| Jacksonville, Florida | 2 of 15 answers |
45 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.
| Company | State | Mentions |
|---|---|---|
| DB Roberts | Texas | 2 of 15 |
| Dev Group | California | 2 of 15 |
| Superior Abrasives, LLC | Ohio | 2 of 15 |
| Airgas (Florida locations, e.g., Melbourne) | Connecticut | 1 of 15 |
| APT (Advanced Precision Technology / APTM Tools) | Indiana | 1 of 15 |
| Assembly Fasteners, Inc. (AFI) | Ontario | 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.
Get your monthly reportWhat moved since the last measurement
This is the first measurement of this cell, so there is nothing to compare it with yet. The next measurement will show what moved.
Stability is normal. AI answers in industrial categories change slowly, and a cell can go several measurements with no change in the top ten.
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 abrasive and polishing pads companies in Florida”
- 2“Who supplies fine-grit diamond abrasive and polishing pads in Florida”
- 3“I need a Florida abrasive and polishing pads partner for a high-volume stone countertop finishing run, who should I talk to”
- 4“Top abrasive and polishing pads suppliers in Florida for industrial maintenance buyers”
- 5“Which Florida abrasive and polishing pad manufacturers can handle custom pad geometries and multi-grit layering”
- 6“List 20 abrasive and polishing pads 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.
- thomasnet.comDirectory8 companies
- macraesbluebook.com5 companies
- suncoasttools.com4 companies
- apex-abrasives.com3 companies
- fsscompany.com3 companies
- diamondtoolstore.com2 companies
- diamondtecusa.com2 companies
- factorydirectdis.com2 companies
- lakecountrymfg.com2 companies
- spartanfelt.com2 companies
- spsupply.com2 companies
- xtremepolishingsystems.com2 companies
60 sources were cited across this cell's answers from 48 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 2nd of 3 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 21%.
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 fsscompany.com or any other domain
Get your monthly AI Visibility Report
The public Index publishes one measurement per cell. A monthly report covers your own company: every question it was named on, every question it was not, and what moved. Your own position is only ever shown to you.
Nearby cells
Abrasive & Polishing Pads in other states
- Ohio
- Texas
- Indiana — not measured yet
- Pennsylvania — not measured yet
- California — not measured yet
- Illinois — not measured yet
- Michigan — not measured yet
- Alabama — not measured yet
- Wisconsin — not measured yet
- North Carolina — not measured yet
- South Carolina — not measured yet
- Tennessee — not measured yet
- Kentucky — not measured yet
- Louisiana — not measured yet
Underlined in ochre: measured and published. The rest are tracked and not measured yet.
Other categories in Florida
- Heat Exchangers
- Metal Fabrication Services — not measured yet
- Lithographic, Offset & Letterpress Printing Services — not measured yet
- Retail, Trade Show & Advertising Display Fixtures — not measured yet
- Commercial & Specialty Motor Trucks — not measured yet
- Medical, Dental & Hospital Equipment — not measured yet
- Industrial Equipment Rental & Leasing — not measured yet
- Motor Vehicle Parts & Accessories — not measured yet
- Medical Diagnostic & Therapeutic Equipment — not measured yet
- Metal Cutting Machine Tools — not measured yet
- Boat & Ship Building & Repair — not measured yet
- Building Materials — not measured yet