Category AI Visibility Report
Makeup Bags 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
≈9,844
Est. AI queries / month
16
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 16 buyer topics in Makeup Bags across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 9,844 AI queries per month.
- Calpak leads the AI shelf with 7.1% of brand mentions, followed by Relavel (5.1%) and BAGSMART (4.8%). The top three hold 17% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “quilted makeup bags” (top keyword “makeup bags quilted”, ~3,600 searches/mo).
- AI answers lean on travelandleisure.com most (24.7% 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 | Calpak | 522 | 7.1% |
| 2 | Relavel | 374 | 5.1% |
| 3 | BAGSMART | 349 | 4.8% |
| 4 | Beis | 278 | 3.8% |
| 5 | KUSSHI | 274 | 3.8% |
| 6 | Sonia Kashuk | 181 | 2.5% |
| 7 | Away | 178 | 2.4% |
| 8 | Hynes Eagle | 169 | 2.3% |
| 9 | Quince | 167 | 2.3% |
| 10 | Victoria’s Secret | 144 | 2% |
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 |
|---|---|---|---|
| quilted makeup bags | ≈2,593 | makeup bags quilted | 3,600 |
| waterproof makeup bags | ≈2,540 | waterproof makeup bags | 2,900 |
| makeup bag sets | ≈2,386 | set of makeup bags | 1,300 |
| makeup bags with mirrors | ≈2,325 | makeup bags with mirror | 1,900 |
| travel makeup bags | — | makeup travel bag | 14,800 |
| personalized makeup bags | — | customizable makeup bags | 5,400 |
| clear makeup bags | — | clear makeup bags | 4,400 |
| makeup bags with organizers | — | makeup organizer bags | 5,400 |
| vanity makeup bags | — | vanity bag | 12,100 |
| small makeup bags | — | small makeup bag | 8,100 |
| makeup bags for purses | — | makeup pouch | 9,900 |
| leather makeup bags | — | makeup bags leather | 4,400 |
| hanging makeup bags | — | hanging toiletry bag | 12,100 |
| cute makeup bags | — | cute makeup bags | 8,100 |
| large makeup bags | — | large makeup bags | 5,400 |
| designer makeup bags | — | makeup bags louis vuitton | 27,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| travelandleisure.com | 166 | 24.7% |
| forbes.com | 90 | 13.4% |
| allure.com | 87 | 13% |
| reddit.com | 72 | 10.7% |
| wsj.com | 46 | 6.9% |
| cntraveler.com | 24 | 3.6% |
| wired.com | 23 | 3.4% |
| townandcountrymag.com | 23 | 3.4% |
Related category reports
FAQ
Which brands do AI assistants recommend most for makeup bags?
Over the last 30 days the top brands by AI mention share are: Calpak (7.1%), Relavel (5.1%), BAGSMART (4.8%), Beis (3.8%), KUSSHI (3.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about makeup bags?
GEOly estimates ~9,844 AI queries per month in this category across 16 buyer topics, led by “quilted makeup bags”.
Which sources do AI engines cite for makeup bags?
The most-cited domains are: travelandleisure.com, forbes.com, allure.com, reddit.com, wsj.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.