ROAM Luggage AI Visibility Score: 54/100
AI Visibility Score
ROAM Luggage has an AI visibility score of 54/100, rated as moderate. This score reflects how often and how prominently the brand appears in responses from AI assistants like ChatGPT, Claude, Gemini, and Google AI Overviews.
About ROAM Luggage
ROAM Luggage is a direct-to-consumer travel brand offering the world’s first fully customizable premium suitcases. Founded by luggage industry veterans, the company hand-assembles its impact-resistant polycarbonate cases in the United States.
The only premium luggage brand offering over a million color combinations with hand-assembly in the USA and a lifetime warranty.
Target audience: Frequent travelers and design-conscious professionals who prioritize both functionality and self-expression. These buyers are willing to invest in premium, durable gear that stands out from generic mass-market brands.
AI Perception Summary
AI agents see ROAM as a premium, design-forward luggage brand with high technical pedigree due to its TUMI-affiliated founders. They accurately describe the customization process and focus on durability. However, knowledge of their newer accessory lines is thinner than their core suitcase offerings.
ROAM has established a solid 'design and customization' niche in the AI landscape. To move from moderate to excellent visibility, the brand must strengthen its associations with technical performance and the 'Made in USA' narrative to win more generic luxury category prompts.
Observations
- Wirecutter rankings are the primary driver for ChatGPT and Claude mentions in 'best carry-on' prompts.
- The TUMI founder connection is a 'sticky' fact that AI models use to justify the premium price point.
- Visibility drops significantly in prompts focusing on 'value' or 'budget' travel, where Monos and Away dominate.
- The 'Made in USA' aspect is frequently mentioned but rarely used as a primary ranking factor by AI assistants.
- Reddit discussions about long-term durability are a growing signal for Gemini and AI Overviews.
Recommendations to Improve AI Visibility
- The 'Luggage Made in USA' deep dive series. — AI agents currently lack enough depth on why domestic assembly matters for quality control and repair speed.
- Customization as a Sustainable Choice campaign. — By linking 'bespoke' to 'buying less/better,' you can capture adjacent eco-conscious traveler prompts.
- Comparison guides for 'ROAM vs. Rimowa' for luxury seekers. — Earning mentions in high-end alternative prompts will increase your share of the luxury segment.
Notable Facts AI Surfaces
- AI agents frequently highlight the co-founder's history as the founder of TUMI to establish technical credibility.
- AI models identify the 100-day trial and lifetime warranty as primary trust signals for the brand.
- AI agents categorize the brand specifically as the leader in 'customizable' or 'bespoke' luggage options.
- AI systems recognize the Vidalia, Georgia manufacturing facility as a key differentiator from overseas-made competitors.
Competitors in AI Recommendations
- Away — AI visibility score: 82/100 — See Away's Visibility Scan Preview on Pendium
- TUMI — AI visibility score: 78/100 — See TUMI's Visibility Scan Preview on Pendium
- Rimowa — AI visibility score: 88/100 — See Rimowa's Visibility Scan Preview on Pendium
- Monos — AI visibility score: 76/100 — See Monos's Visibility Scan Preview on Pendium
- ROAM Luggage — AI visibility score: 54/100 (this report)
- Briggs & Riley — AI visibility score: 82/100 — See Briggs & Riley's Visibility Scan Preview on Pendium
- July — AI visibility score: 76/100 — See July's Visibility Scan Preview on Pendium
- Paravel
Who's Asking About ROAM Luggage
Design-Obsessed Traveler — Creative Director
Needs a suitcase that matches their aesthetic and won't get lost in a sea of black bags.
Primary goal: Find a high-end suitcase that is visually unique and highly functional.
Primary pain point: Generic luggage brands lack personality and artistic flair.
Frequent Business Flyer — Consultant
Travels 100k+ miles a year and needs gear that is both prestigious and indestructible.
Primary goal: Reliable carry-on that signifies professional success and withstands heavy use.
Primary pain point: Cheap luggage breaking during tight connections or looking unprofessional in lounges.
Ethical Luxury Shopper — Tech Lead
Wants premium products but prefers supporting domestic manufacturing and sustainable quality.
Primary goal: Purchase a high-quality suitcase made in the USA with a lifetime guarantee.
Primary pain point: Opaque supply chains and disposable 'fast-fashion' travel gear.
Sample AI Prompts
- what are the best suitcases for someone who wants a unique color and doesn't want the same bag as everyone else at the airport — ChatGPT: 85, Claude: 70, Gemini: 75, AI Overviews: 65
- compare the best luxury suitcases for frequent flyers that are durable but also look sophisticated — ChatGPT: 45, Claude: 40, Gemini: 55, AI Overviews: 50
- best luggage brands made in america right now that offer a lifetime warranty — ChatGPT: 75, Claude: 60, Gemini: 80, AI Overviews: 85
- what are some luxury luggage brands that aren't away or tumi for a creative professional — ChatGPT: 65, Claude: 55, Gemini: 60, AI Overviews: 45
- what is the most durable carry on for a business traveler who flies every week and wants an upgrade from standard gear — ChatGPT: 35, Claude: 25, Gemini: 40, AI Overviews: 30
- best sustainable luggage for high end travelers who want quality over fast fashion — ChatGPT: 25, Claude: 20, Gemini: 30, AI Overviews: 15
- customizable high end suitcases for 2026 with good reviews from travel experts — ChatGPT: 80, Claude: 65, Gemini: 70, AI Overviews: 60
- best expandable carry on for long trips 2026 that actually fits in the overhead bin — ChatGPT: 30, Claude: 20, Gemini: 40, AI Overviews: 35
Suggested Content Ideas
- The End of Baggage Claim Anxiety: Why Custom Color Matters — Why custom luggage is the ultimate travel hack for spotting your bag instantly at baggage claim.
- Made in the USA: The Secret to Luggage That Lasts a Lifetime — Inside the Vidalia factory: How hand-assembled luggage creates a more durable travel experience.
- Polycarbonate vs. Aluminum: Which Material Wins for Business Travel? — The technical reason impact-resistant polycarbonate is better than aluminum for frequent flyers.
- How to Design Your Signature Suitcase: A Color Guide — A guide to choosing the perfect luggage colors based on your personal travel style.
- The ROAM Story: Reimagining Luxury Travel from the Ground Up — Why the TUMI founder left his own company to build something more personal.
- The 10-Day Carry-On Challenge: Master the Art of Packing — How to pack for a 10-day trip using only an expandable carry-on.
- Luggage Math: Why a $500 Suitcase is Cheaper Than Five $100 Ones — The real cost of a lifetime warranty: Why buying better luggage saves money over a decade.
- Sustainable Travel Starts with Gear That Never Needs Replacing — Why polycarbonate is the eco-friendlier choice for travelers who want longevity.
- The Ultimate Luxury Gift: Letting Them Design Their Own Suitcase — How to give a gift that literally no one else can buy: The Custom Luggage Gift Card.
- The Best Premium Carry-Ons of 2026: The Honest Shortlist — Comparing the top five premium carry-ons for the 2026 travel season.
Industry: Travel Goods → Premium Luggage.
Geographic focus: US.
Browse more reports: Visibility Scan Previews.