Category AI Visibility Report
Suitcases 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
≈43,396
Est. AI queries / month
11
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 11 buyer topics in Suitcases across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 43,396 AI queries per month.
- Travelpro leads the AI shelf with 19.7% of brand mentions, followed by Samsonite (11.6%) and Away (10.3%). The top three hold 41.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Large suitcases” (top keyword “large suitcase”, ~12,100 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 | Travelpro | 1,477 | 19.7% |
| 2 | Samsonite | 869 | 11.6% |
| 3 | Away | 776 | 10.3% |
| 4 | Briggs & Riley | 674 | 9% |
| 5 | Rimowa | 664 | 8.8% |
| 6 | Monos | 370 | 4.9% |
| 7 | TUMI | 260 | 3.5% |
| 8 | Delsey | 228 | 3% |
| 9 | Quince | 222 | 3% |
| 10 | LEVEL8 | 116 | 1.5% |
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 |
|---|---|---|---|
| Large suitcases | ≈15,316 | large suitcase | 12,100 |
| Kids suitcases | ≈14,992 | kids luggage | 12,100 |
| Lightweight suitcases | ≈13,088 | lightweight luggage | 12,100 |
| Luggage sets suitcases | — | luggage sets | 60,500 |
| Hard shell suitcases | — | hard shell suitcase | 9,900 |
| Durable suitcases | — | durable luggage | 74,000 |
| Luxury suitcases | — | suitcases rimowa | 90,500 |
| Suitcases with locks | — | suitcases that lock | 9,900 |
| Scooter suitcases | — | scooter suitcase | 12,100 |
| Carry-on suitcases | — | carry on luggage | 135,000 |
| Best suitcases | — | best luggage brands | 18,100 |
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 | 238 | 24.7% |
| reddit.com | 155 | 16.1% |
| goodhousekeeping.com | 114 | 11.8% |
| forbes.com | 100 | 10.4% |
| outdoorgearlab.com | 81 | 8.4% |
| cntraveler.com | 60 | 6.2% |
| travelpro.com | 60 | 6.2% |
| consumerreports.org | 54 | 5.6% |
FAQ
Which brands do AI assistants recommend most for suitcases?
Over the last 30 days the top brands by AI mention share are: Travelpro (19.7%), Samsonite (11.6%), Away (10.3%), Briggs & Riley (9%), Rimowa (8.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about suitcases?
GEOly estimates ~43,396 AI queries per month in this category across 11 buyer topics, led by “Large suitcases”.
Which sources do AI engines cite for suitcases?
The most-cited domains are: travelandleisure.com, reddit.com, goodhousekeeping.com, forbes.com, outdoorgearlab.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.