Category AI Visibility Report
Cabinet Knobs And Handles 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
≈2,141
Est. AI queries / month
5
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 5 buyer topics in Cabinet Knobs And Handles across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,141 AI queries per month.
- Amerock Mulholland leads the AI shelf with 15.9% of brand mentions, followed by Liberty London (10.6%) and Emtek (5.9%). The top three hold 32.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “cabinet knobs and handles with backplates” (top keyword “cabinet knob backplates”, ~2,900 searches/mo).
- AI answers lean on reddit.com most (34.4% 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 | Amerock Mulholland | 209 | 15.9% |
| 2 | Liberty London | 139 | 10.6% |
| 3 | Emtek | 78 | 5.9% |
| 4 | Richelieu | 67 | 5.1% |
| 5 | Rejuvenation | 57 | 4.3% |
| 6 | Hickory Hardware | 45 | 3.4% |
| 7 | Franklin Brass | 44 | 3.3% |
| 8 | Top Knobs | 44 | 3.3% |
| 9 | GlideRite | 41 | 3.1% |
| 10 | Forge Hardware Studio | 40 | 3% |
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 |
|---|---|---|---|
| cabinet knobs and handles with backplates | ≈2,141 | cabinet knob backplates | 2,900 |
| kitchen cabinet knobs and handles | — | kitchen cabinet handles | 14,800 |
| dresser cabinet knobs and handles | — | dresser knobs | 8,100 |
| bar pull cabinet knobs and handles | — | cabinet bar pulls | 2,400 |
| wood and leather cabinet knobs and handles | — | wood drawer pulls | 2,400 |
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 | 67 | 34.4% |
| knobs.co | 56 | 28.7% |
| lowes.com | 22 | 11.3% |
| journeymanhq.com | 12 | 6.2% |
| inspirehardware.com | 7 | 3.6% |
| homedepot.com | 7 | 3.6% |
| rmwoods.store | 3 | 1.5% |
| bhg.com | 3 | 1.5% |
Related category reports
FAQ
Which brands do AI assistants recommend most for cabinet knobs and handles?
Over the last 30 days the top brands by AI mention share are: Amerock Mulholland (15.9%), Liberty London (10.6%), Emtek (5.9%), Richelieu (5.1%), Rejuvenation (4.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about cabinet knobs and handles?
GEOly estimates ~2,141 AI queries per month in this category across 5 buyer topics, led by “cabinet knobs and handles with backplates”.
Which sources do AI engines cite for cabinet knobs and handles?
The most-cited domains are: reddit.com, knobs.co, lowes.com, journeymanhq.com, inspirehardware.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.