ARArive Financial Model
Marketplace Startup Financials (Free Excel Download)
Premium q-commerce app delivering lifestyle and branded products in under 30 minutes across German cities.
professionals from Deloitte
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About this model
Arive is a German quick-commerce marketplace for curated lifestyle brands, promising delivery in 30 minutes. It combines premium product discovery, brand storefronts, live shopping, gifting, and local retail partnerships instead of competing purely as a food-delivery service.
At the time of the research, Arive operated in Munich, Berlin, Hamburg, and Frankfurt and had raised $27 million. Its commercial model centers on brand commission, consumer delivery fees, and a possible listing or software fee for stores using the platform.
The model starts with city rollout, active orders per city, and average order value to calculate GMV. It converts GMV into commission revenue and adds delivery fees, while a per-order cost schedule captures riders, packaging, and contribution margin. City-level marketing, headcount, and cash runway show whether expansion improves or dilutes unit economics.
A turnkey financial model
Live formulas, no hardcoded values
Outputs are driven by live formulas, so the workbook updates from its assumptions instead of relying on hardcoded results.
All assumptions in one tab
Inputs are clearly marked in the Assumptions tab and separated from calculations, making it clear what to change and what to leave intact.
Statements always balancing
For integrated-statement models, the balance sheet, cash flow, and supporting schedules tie through properly.
Distinct schedules for clarity
Debt, working capital, taxes, and cash flow can get messy quickly. We group calculations in clear schedules, not across disconnected tabs.
No hidden macros or external links
There are no unexplained external workbook links or macros to undermine auditability or portability.
Changes flow through the model
Update a key driver and see the impact carry through the forecast, financing, and return outputs. We never use hardcoded numbers in formulas.
About Arive
arive.ai
How to build a detailed financial model for Arive
A complete walkthrough of the business, drivers, and assumptions behind the downloadable Arive model - distilled from its pitch deck and publicly available information.
Product & value proposition
- Premium "X-Commerce" platform: 30-minute delivery of curated lifestyle/luxury brands (e.g. Sonos, The Ordinary, Alo Yoga).
- Positioned explicitly against food delivery / last-mile logistics - "lifestyle products, high-end service, premium experience, shoppable editorial".
- Consumer features: editorial curation by occasion, live shopping, sharable wishlists, gifting, brand collabs, local/niche shops, in-person events.
- Brand-side value: brands design their own store on arive; plug-and-play last-mile; curated demand generation.
Revenue model
- Commission/take-rate on GMV from brands (marketplace model).
- Delivery fee charged to consumer.
- Potentially a brand SaaS/listing fee for store presence on platform.
Traction & metrics
- 4 cities live: Munich, Berlin, Hamburg, Frankfurt.
- $27M total funding raised from 468 Capital, La Famiglia, Balderton, GFC, Burda.
- 80+ employees ("Arivers") across Munich HQ and Berlin.
- No GMV, order volume, revenue, customer count, retention, or AOV figures in deck.
Competition / moat
- Explicit differentiation from food delivery / last-mile logistics (Gorillas, Getir, etc.).
- Moat framed as brand curation, editorial discovery, and premium/lifestyle positioning rather than speed or price.
- Social/content layer (live shopping, wishlists, influencer curation) and brand partnership depth cited as differentiators.
- No named competitors mentioned.
Team & funding ask / use of funds
- $27M total raised to date; investors: 468 Capital, La Famiglia, Balderton, GFC, Burda.
- 80+ team, Munich HQ + Berlin.
- No current round size, valuation, or use-of-funds breakdown in deck.
- Roadmap implies near-term spend on: connected retail partnerships, in-app live shopping, new categories (pets, fashion, travel), European expansion.
Recommended financial model
- Archetype + why: GMV-based marketplace model with delivery-unit P&L layer. arive is a curated q-commerce marketplace - the primary value driver is gross merchandise value (GMV) flowing through the platform, on which they earn a take-rate. A secondary unit-economics layer is needed to model per-order delivery economics (rider cost, packaging, delivery fee). This is structurally similar to a dark-store or q-commerce marketplace model, not a SaaS ARR model.
- Forecast horizon & granularity: 3 years (2022–2024), monthly for Year 1, quarterly for Years 2–3. Monthly granularity needed to capture city-by-city rollout cadence.
- Key drivers & assumptions:
- Cities live at period-end: 4; +2–4 per year.
- Active orders per city per month.
- Average order value (AOV):.
- Take-rate / commission on GMV:.
- Delivery fee per order:.
- Gross margin on delivery:.
- Headcount: 80+; scale with city additions.
- Marketing / CAC:.
- Brand listing / SaaS fee:.
- Scenarios (Base / Bull / Bear - which variables flex):
- Base: city rollout per plan (2 new cities/year), AOV €70, take-rate 20%.
- Bull: accelerated European expansion, higher AOV (€90), improved delivery margin.
- Bear: city rollout slows (1/year), AOV compresses (€55), delivery unit economics remain negative.
- Required sheets / outputs:
- Assumptions (all drivers in one place).
- GMV build (city × orders × AOV).
- Revenue (take-rate + delivery fees).
- Unit economics per order (delivery cost, contribution margin per order).
- P&L (revenue → gross profit → EBITDA; heavy operating cost build for headcount, marketing, ops).
- City rollout tracker.
- Cash / runway (given burn likely exceeds revenue at this stage).
- Dashboard: GMV, revenue, orders, cities, EBITDA, runway.
Frequently asked
Is the Arive financial model free?+
Yes. The Arive model is a free Excel (.xlsx) download with live formulas. Sign up with your email and the workbook is yours to keep, review, and edit.
What's included in the model?+
A 5-year monthly forecast with P&L, cash flow and runway, valuation (exit multiple plus a DCF cross-check), MOIC/IRR returns, and unit economics, with live formulas throughout.
How was this model built?+
It was built from Arive's pitch deck and publicly available information, then structured to investment-banking standards as a fully editable Excel model.
Can I change the assumptions?+
Yes. You can change assumptions and the live formulas will recalculate in the downloadable Excel model.
Have more financial modelling questions? Contact us
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