Category AI Visibility Report
Tool Cabinets AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
≈370
Est. AI queries / month
8
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 8 buyer topics in Tool Cabinets across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 370 AI queries per month.
- Husky leads the AI shelf with 15.5% of brand mentions, followed by Milwaukee (10.3%) and U.S. General (6.5%). The top three hold 32.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Woodworking tool cabinets” (top keyword “woodworking tool cabinets”, ~110 searches/mo).
- AI answers lean on reddit.com most (38.6% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | Husky | 708 | 15.5% |
| 2 | Milwaukee | 471 | 10.3% |
| 3 | U.S. General | 297 | 6.5% |
| 4 | Gladiator | 218 | 4.8% |
| 5 | Craftsman | 203 | 4.4% |
| 6 | DEWALT | 158 | 3.5% |
| 7 | Suncast | 125 | 2.7% |
| 8 | NewAge Products | 120 | 2.6% |
| 9 | Kobalt | 118 | 2.6% |
| 10 | RYOBI | 113 | 2.5% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| Woodworking tool cabinets | ≈185 | woodworking tool cabinets | 110 |
| Lockable tool cabinets | ≈185 | tool lockers cabinets | 110 |
| Wall mounted tool cabinets | — | hanging tool cabinets | 590 |
| Tool cabinets with drawers | — | drawer tool box | 5,400 |
| Outdoor tool cabinets | — | garden tool cabinets storage | 170 |
| Heavy duty tool cabinets | — | heavy duty tool chest on wheels | 390 |
| Modular tool cabinets | — | modular tool storage systems | 22,200 |
| Rolling tool cabinets | — | rolling tool chest | 8,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 154 | 38.6% |
| protoolreviews.com | 73 | 18.3% |
| homedepot.com | 38 | 9.5% |
| bobvila.com | 32 | 8% |
| lowes.com | 15 | 3.8% |
| caranddriver.com | 13 | 3.3% |
| porchandfire.com | 11 | 2.8% |
| harborfreight.com | 10 | 2.5% |
Related category reports
FAQ
Which brands do AI assistants recommend most for tool cabinets?
Over the last 30 days the top brands by AI mention share are: Husky (15.5%), Milwaukee (10.3%), U.S. General (6.5%), Gladiator (4.8%), Craftsman (4.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about tool cabinets?
GEOly estimates ~370 AI queries per month in this category across 8 buyer topics, led by “Woodworking tool cabinets”.
Which sources do AI engines cite for tool cabinets?
The most-cited domains are: reddit.com, protoolreviews.com, homedepot.com, bobvila.com, lowes.com. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.