Category AI Visibility Report
Cosmetic & Toiletry 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
≈17,063
Est. AI queries / month
27
Buyer topics monitored
16
Brands on the AI shelf
2
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 27 buyer topics in Cosmetic & Toiletry Bags across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 17,063 AI queries per month.
- BAGSMART leads the AI shelf with 6% of brand mentions, followed by Calpak (5.6%) and L.L.Bean (4.3%). The top three hold 15.9% 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 (23.4% 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 | BAGSMART | 906 | 6% |
| 2 | Calpak | 844 | 5.6% |
| 3 | L.L.Bean | 657 | 4.3% |
| 4 | Quince | 615 | 4.1% |
| 5 | Eagle Creek | 482 | 3.2% |
| 6 | Away | 459 | 3% |
| 7 | Relavel | 374 | 2.5% |
| 8 | Peak Design | 294 | 1.9% |
| 9 | Beis | 278 | 1.8% |
| 10 | KUSSHI | 274 | 1.8% |
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 |
| large toiletry bags | ≈2,508 | toiletry bags large | 1,900 |
| children's toiletry bags | ≈2,449 | childrens toiletry bags | 1,000 |
| makeup bag sets | ≈2,386 | set of makeup bags | 1,300 |
| makeup bags with mirrors | ≈2,325 | makeup bags with mirror | 1,900 |
| designer toiletry bags | ≈2,262 | lv toiletry bags | 2,900 |
| travel makeup bags | — | makeup travel bag | 14,800 |
| women's toiletry bags | — | toiletry bag for women | 9,900 |
| personalized toiletry bags | — | personalised toiletry bags | 4,400 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| travelandleisure.com | 371 | 23.4% |
| reddit.com | 241 | 15.2% |
| wired.com | 226 | 14.2% |
| packhacker.com | 129 | 8.1% |
| forbes.com | 128 | 8.1% |
| allure.com | 87 | 5.5% |
| wsj.com | 80 | 5% |
| cntraveler.com | 24 | 1.5% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Makeup Bags | ≈9,844 | 16 | Calpak |
| Toiletry Bags | ≈7,219 | 11 | L.L.Bean |
FAQ
Which brands do AI assistants recommend most for cosmetic & toiletry bags?
Over the last 30 days the top brands by AI mention share are: BAGSMART (6%), Calpak (5.6%), L.L.Bean (4.3%), Quince (4.1%), Eagle Creek (3.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about cosmetic & toiletry bags?
GEOly estimates ~17,063 AI queries per month in this category across 27 buyer topics, led by “quilted makeup bags”.
Which sources do AI engines cite for cosmetic & toiletry bags?
The most-cited domains are: travelandleisure.com, reddit.com, wired.com, packhacker.com, forbes.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.