Category AI Visibility Report
Hand Mirrors 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
≈878
Est. AI queries / month
7
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 7 buyer topics in Hand Mirrors across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 878 AI queries per month.
- TroutWorkshop leads the AI shelf with 6.1% of brand mentions, followed by Gorham (4.6%) and Tiffany (4.1%). The top three hold 14.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Personalized hand mirrors” (top keyword “personalized hand mirrors”, ~260 searches/mo).
- AI answers lean on appraisily.com most (38.1% 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 | TroutWorkshop | 90 | 6.1% |
| 2 | Gorham | 69 | 4.6% |
| 3 | Tiffany | 61 | 4.1% |
| 4 | Flower Knows | 57 | 3.8% |
| 5 | Impressions Vanity | 46 | 3.1% |
| 6 | Unger Brothers | 42 | 2.8% |
| 7 | Zadro | 39 | 2.6% |
| 8 | AbersCreekWoodshop | 28 | 1.9% |
| 9 | ForPro Professional Collection | 25 | 1.7% |
| 10 | Sanrio | 24 | 1.6% |
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 |
|---|---|---|---|
| Personalized hand mirrors | ≈441 | personalized hand mirrors | 260 |
| Bulk hand mirrors | ≈437 | hand held mirrors in bulk | 110 |
| Decorative hand mirrors | — | decorated hand mirrors | 260 |
| Vintage hand mirrors | — | vintage hand held mirrors | 1,000 |
| Antique hand mirrors | — | antique silver hand mirrors | 720 |
| Wooden hand mirrors | — | vintage wooden hand mirrors | 720 |
| Small hand mirrors | — | small hand held mirrors | 480 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| appraisily.com | 82 | 38.1% |
| etsy.com | 56 | 26% |
| reddit.com | 22 | 10.2% |
| antiquesknowhow.com | 15 | 7% |
| mirrorvana.com | 9 | 4.2% |
| flawlessreflexion.com | 4 | 1.9% |
| goodhousekeeping.com | 4 | 1.9% |
| cherrypicksreviews.com | 4 | 1.9% |
FAQ
Which brands do AI assistants recommend most for hand mirrors?
Over the last 30 days the top brands by AI mention share are: TroutWorkshop (6.1%), Gorham (4.6%), Tiffany (4.1%), Flower Knows (3.8%), Impressions Vanity (3.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about hand mirrors?
GEOly estimates ~878 AI queries per month in this category across 7 buyer topics, led by “Personalized hand mirrors”.
Which sources do AI engines cite for hand mirrors?
The most-cited domains are: appraisily.com, etsy.com, reddit.com, antiquesknowhow.com, mirrorvana.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.