Prove
Run a niche vertical end-to-end on the agent stack — Beyblade X retail in DACH. Demonstrate the system works. Real P&L, not demos.
Now — in motionUP Innovations UG · Munich, Germany
We build an agentic operating system for eCommerce — an orchestrated team of AI agents running assortment composition, replenishment, pricing, service, and community. One human sets the strategy. The system does the work.
01 — The thesis
AI agents are changing the math on which businesses are worth building. Work that once needed teams of specialists — ad spend, pricing, support, community — can now be run by purpose-built agents that learn from their own performance data. Markets once “too small to bother” become viable. And defensible, precisely because of their size.
02 — The system
Each agent owns a single functional area with unambiguous KPIs, a bounded action space, and a budget envelope. The operator works like a CEO of the agent team — setting targets, reviewing outcomes, expanding autonomy as trust is earned.
Owns traffic. SEO, paid search and social — plus GEO and AEO, so the shop is the answer engines’ answer.
Owns the path from landing to checkout. Maps how customers actually decide, then shapes navigation, filters, and tests around it.
Owns the repeat-purchase loop. Lifecycle campaigns, upgrade prompts, and win-backs — timed to where each customer is in the hobby.
The brand’s voice where enthusiasts gather. Creates content, tracks the meta, keeps the organisation’s domain knowledge current.
Owns the catalog as a strategic asset. Spots gaps, sources products, prices within an EDLP framework, flags private-label plays.
Owns stock availability. Demand forecasting, reorder timing, supplier coordination, inbound tracking — no stockouts, no dead capital.
Every customer interaction, plus the vertical’s AI shopping assistant. A support function and an intelligence source in one.
Books, reports, forecasts, compliance. Accurate financial data, so every other agent’s budget stays accountable.
One human. Sets strategy, defines KPI targets, reviews outcomes, and makes the calls agents can’t. CEO of the agent team.
03 — The playbook
We hunt for passionate, chronically underserved markets that big retail structurally ignores — and score every candidate against the same framework.
Kids, teens, and adults all participate. Breadth drives higher order values at the adult end, longer customer lifetimes, and resilience against demographic shifts.
Customers don’t stop at the first purchase — they modify, optimize, and chase performance. The upgrade loop is the engine of customer lifetime value.
A-brands at big retailers; everything else scattered across imports and informal channels. Nobody has consolidated the buying experience. That gap is the business.
Products the market needs but no brand provides — gaps the maker community fills with 3D prints and DIY. Room for curated private label that professionalizes them.
Forums, creators, leagues, events. An engaged, discoverable audience that rewards brands who genuinely participate — and a built-in acquisition channel.
Large enough to sustain a profitable business, small enough that Amazon won’t optimize for it. A feature, not a limitation.
Operable without compliance becoming the business. This one is a hard filter — a structural regulatory barrier disqualifies the vertical entirely.
04 — The roadmap
Run a niche vertical end-to-end on the agent stack — Beyblade X retail in DACH. Demonstrate the system works. Real P&L, not demos.
Now — in motionExtend across all core EU markets, on existing supplier relationships and playbooks. Scale agent stack to second and third vertical.
NextLaunch new verticals and sub-verticals on the same stack — each one faster and cheaper than the last, as agents and playbooks compound.
Then05 — Vertical 001 · Live proving ground
The premium Beyblade X specialist for Europe. Full assortment — including hard-to-source imports — competitive expertise, and an AI build assistant that actually knows the meta.