A $1,099 suitcase described in 94 words
LEVEL8 has genuine specs — German Makrolon polycarbonate, YKK zippers, RPET lining — buried under messy formatting, useless tags, and zero editorial presence. 17% AI visibility.
Executive Summary
- Brand: Spec-forward DTC luggage — polycarbonate and aluminium hard-shell suitcases, $299-$1,099, German Makrolon material, YKK zippers
- AI visibility score: 26/150 tests surfaced the brand (17%)
- The pattern: Real differentiators buried in walls of unformatted text. Niche queries work (aluminium, DTC), generic queries do not
- Key competitor gap: Away is the DTC default; Rimowa owns aluminium; Samsonite dominates mass-market
- Root cause: Messy formatting, tags that are exclusively Shopify app references, no aggregateRating, no editorial presence
- Fix complexity: Medium — the raw material (specs) exists; formatting and tags need rebuilding
The brand
LEVEL8 is a direct-to-consumer luggage brand selling polycarbonate and aluminium hard-shell suitcases via Shopify. The brand positions around material quality — German-made Makrolon polycarbonate, YKK zippers, RPET recycled polyester linings — and covers a wide price range from $299.99 carry-ons to $1,099.99 aluminium pieces.
The target market is spec-conscious travellers who want verified material credentials without the luxury brand price tag. The Creator Carry-On features USB-A and USB-C ports with a 15.6" laptop compartment at $439.99. The Captain Aluminum Pro competes directly with Rimowa at roughly half the price.
The test
We ran 150 automated browser-based tests using Playwright — 10 repeats × 5 queries × 3 platforms (ChatGPT, Gemini, Copilot). Queries targeted LEVEL8's positioning: carry-on under $200, lightweight hard-shell, affordable aluminium carry-on, family luggage set, and best Shopify luggage brands.
The results
| Query | ChatGPT | Copilot | Gemini | Total | Rate |
|---|---|---|---|---|---|
| Carry-on under $200 | 0/10 | 0/10 | 2/10 | 2/30 | 7% |
| Lightweight hard-shell suitcase | 0/10 | 0/10 | 0/10 | 0/30 | 0% |
| Affordable aluminium carry-on | 0/10 | 3/10 | 5/10 | 8/30 | 27% |
| Family luggage set | 0/10 | 1/10 | 1/10 | 2/30 | 7% |
| Best Shopify luggage brands | 0/10 | 6/10 | 8/10 | 14/30 | 47% |
| Total | 0/50 (0%) | 10/50 (20%) | 16/50 (32%) | 26/150 | 17% |
"Affordable aluminium" is where LEVEL8 breaks through. When surfaced, LEVEL8 appears at #1 on Copilot and #2 on Gemini as the "Budget-Friendly Professional" option. The Captain Aluminum Pro at $1,099 vs Rimowa at ~$1,200+ gives it a genuine price advantage that AI agents recognise.
The Shopify/DTC query reveals where LEVEL8 lives. 47% visibility when users specifically ask about DTC luggage brands. Gemini surfaces LEVEL8 in 80% of runs alongside July, Monos, Away, and Quince. The brand is part of the DTC luggage cluster.
ChatGPT: 0/50. Complete invisibility across all queries.
The Creator Carry-On is a buried gem. USB-A and USB-C ports, 15.6" laptop compartment, German Makrolon, YKK zippers, RPET lining, lifetime warranty at $439.99. A genuinely differentiated product for the tech-forward traveller. Zero editorial presence. Features buried in an unformatted text block.
Why this is happening
The $1,099 suitcase has 94 words. The Captain Aluminum Pro competes against Rimowa with a description shorter than a product review paragraph. The specs exist (aerospace-grade aluminium-magnesium alloy, TSA locks, 360° spinner wheels) but are compressed into a feature list flattened into prose with inconsistent formatting.
Formatting is catastrophic. Dimension notation is inconsistent: "15.1''L9.8''W21.3H" on one product, "21.3''H x 14.6''W x 10''D" on another. Mixed asterisks and x's. Different dimension ordering. An AI agent trying to extract weight has to parse two different conventions on the same site.
Tags are exclusively internal Shopify app references. _tab_creator-luggage-features, _tab_luggage-warranty, _tab_oxdeals, dup-review-publication. Not a single tag serves product discovery.
Duplicate variant names destroy colour data. The Voyageur has 4 variants all named "Carry On 20''" — losing colour information entirely.
No aggregateRating despite having a review app installed and 4.5/5 on Trustpilot with 377 reviews.
What LEVEL8 could do, in priority order
Phase 1 (quick wins):
- Fix the formatting — convert walls of text into structured HTML with headers, bullets, consistent dimension notation (H × W × D throughout)
- Fix variant names — include colour: "Carry On 20'' - Midnight Black"
- Add aggregateRating to JSON-LD
Phase 2 (medium effort):
- Replace internal tags with discovery tags: luggage_type (carry-on, checked), material (polycarbonate, aluminium), features (USB-charging, laptop-pocket, expandable, TSA-lock)
- Expand the Captain Aluminum Pro to 250+ words — position it explicitly against Rimowa
- Add additionalProperty fields to JSON-LD: weight, dimensions, volume, material, warranty
Phase 3 (longer term):
- Build editorial presence — pitch the Creator Carry-On's USB-C + laptop compartment at $439.99 and the Captain as a Rimowa alternative at half the price
- Claim the Trustpilot profile — 377 reviews at 4.5/5 is a strong signal
- Create comparison content: LEVEL8 vs Away, LEVEL8 vs Rimowa (aluminium)
Close
LEVEL8 has something most brands in the audit set lack: genuine, specific, verifiable material differentiators. German Makrolon polycarbonate. YKK dual-layer zippers. RPET recycled polyester lining. USB-A and USB-C ports. Aerospace-grade aluminium. These are real specs that AI agents could use to answer real queries. But they are presented as walls of unformatted text on a site nobody cites, with tags that reference internal Shopify apps, and a $1,099 product described in 94 words. The gap is not between having data and not having data. It is between having data and having discoverable data.