# Olsam Financial Model

Acquires, operates, and grows Amazon Marketplace third-party seller businesses via a roll-up strategy.

- Canonical: https://finamodel.com/startups/olsam
- Excel download: https://finamodel.com/startup-models/olsam.xlsx
- Category: Marketplace
- Model type: SaaS ARR / Valuation
- Funding round: Series A
- Funding: $165M
- Founded: 2021
- Geography: UK-headquartered; initially UK-focused acquisitions, with stated expansion intent into US and continental Europe. [DECK slide 7]
- Customer: B2B

## About the company

Olsam acquires and operates third-party Amazon seller businesses through a portfolio roll-up strategy. It creates value through acquisition multiple arbitrage, shared operating services, supply-chain improvement, product expansion, and international growth across the brands it owns.

The deck's disclosed Peak Coffee deal grew revenue from £592,000 to £954,000 and SDE from £78,000 to £211,000 before acquisition at 3.2 times SDE plus an earn-out. Olsam earns the operating profit of acquired businesses rather than a platform subscription or transaction fee.

The model is an acquisition holding-company build. Deal pipeline, purchase price, seller earnings, earn-outs, debt or equity funding, and post-close brand cohorts feed a consolidated P&L. Revenue growth, Amazon fees, COGS, central operating costs, margin expansion, and exit multiple determine portfolio IRR and cash requirements.

## What's included

- 5-year monthly revenue build with stage-appropriate growth assumptions
- Full P&L, headcount plan, and operating-expense schedule
- Cash-flow statement, runway, and burn-rate tracking
- Valuation via exit multiple with a DCF cross-check
- Returns analysis with MOIC and IRR
- Unit economics including CAC, LTV, payback, and cohort retention

## Product & value proposition

Olsam is not a product company - it is an acquisition platform. Value is created via:
1. **Multiple arbitrage**: buy at 2.0–4.5x SDE, exit at 10–20x (large eCommerce peer multiples).
2. **Operational improvement**: shared services (branding, PPC, SEO, product, back-office), demand planning, supply-chain optimisation.
3. **Top-line growth**: geographic expansion, brand overhaul, product line extension; target >2x growth per brand within 2–3 years.
4. **Proprietary tech stack**: deal-sourcing platform scanning the entire Amazon marketplace for acquisition targets.

## Market

- Amazon Marketplace GMV: $295 billion in 2020; would rank top 50 economies globally.
- 3P share of Amazon GMV: grew from 3% (1999) to >60% (2020).
- YoY growth of Amazon Marketplace: +48% vs 2019 (+$95 billion).
- >1.4 million individual 3P seller businesses on Amazon.
- >35,000 sellers with >$1m turnover across US, Germany, UK alone.
- CPG industry TAM framing: $6 trillion consumer goods GMV on Amazon (future ambition framing, not current market).
- SAM/SOM: Not explicitly defined in deck.

## Revenue model

Olsam makes money at the portfolio company level - it owns the acquired brands outright and earns their operating profit. No SaaS/subscription or fee model.

**Acquired brand P&L structure (typical, per deck):**
- Net Revenue: £0.5–2m per brand
- COGS (landed cost): 20–30% of revenue
- Amazon fees (commission + fulfilment + PPC ads): 45% of revenue
- Other Opex (software, 3PL warehouse, legals): 5% of revenue
- SDE (Seller Discretionary Earnings): 20–30% of revenue

**Acquisition economics:**
- Entry multiple: 2.0–4.5x SDE
- Exit multiple target: 10–20x (large eCommerce comps)
- Earn-out structures used (evidenced by Peak Coffee deal).

## Traction & metrics

**Peak Coffee - only closed deal disclosed:**
- Revenue 2019: £592k
- Revenue 2020: £954k
- Revenue growth 2019→2020: +60%
- SDE 2019: £78k
- SDE 2020: £211k
- SDE margin 2019: ~13%; 2020: ~22%
- Acquired at 3.2x SDE + earn-out
- Product rank: 2nd in market; >3,500 reviews; avg rating 4.8

No portfolio-level aggregate revenue, EBITDA, or number-of-acquisitions figures are disclosed. Deck appears to be a very early raise (August 2021, at or before first closed deal).

## Unit economics

- No CAC/LTV framing in the deck (not a subscriber business).
- SDE margin range at acquisition: 20–30% of net revenue.
- Implied deal ROI: at 3.2x SDE entry and target 10–20x exit, gross equity return 3–6x on the SDE multiple alone, before growth.
- No hold-period, IRR, or MOIC targets disclosed.

## Competition / moat

- **Named competitor / proof of concept**: Thrasio (US); described as "fastest-ever profitable unicorn, latest valuation >$2 billion".
- Olsam's stated differentiators vs. other acquirers:
  - "Only acquirer with true Amazon DNA" - 20+ years combined Amazon exec experience.
  - Proprietary deal-sourcing tech platform.
  - Established Amazon seller network for off-market deal flow.
- Traditional CPG incumbents (P&G, Unilever, Reckitt Benckiser) named as eventual disruption targets.
- No direct competitive comparison table shown.

## Team & funding ask / use of funds

**Founders:**
- Sam Hörbye (Co-founder, Ops): Programme Manager at Amazon UK (Marketplace division); co-founded and sold Beechmore Books (Amazon private label, sold 2019).
- Ollie Hörbye (Co-founder, Investments): Senior Associate at Alvarez & Marsal (PE practice); Analyst at Rothschild; MSc Finance & PE, LSE.

**Other key hires:**
- David Mood - Head of Investments (ex-Generation Fund, Barclays IB)
- Tommy Dai - VP Investments (ex-BAML, Discovery Corp Dev)
- Larry Bowen - Director, Brand Operations (ex-Head of Strategic Seller Accounts, Amazon UK)
- Ricky Tanner - Global Brand Manager (ex-Programme Manager, Amazon)
- Nish Uduyakumar - Head of Business Development (ex-Programme Manager, Amazon UK)
- Hugo Walker - Snr Global Brand Manager (ex-Apple EU Financial Analyst)
- Tobias Buck - Non-Executive Director (Apeiron/Elevat3 Capital; ex-Goldman Sachs, Novalpina)

**Investor:** Elevat3 Capital (Apeiron / Christian Angermayer); manages ~$2.5bn AUM.

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## Recommended financial model

- **Archetype + why**: **Roll-up / acquisition holding company P&L model** (with deal pipeline and portfolio waterfall). This is not a single-product SaaS or DTC model - it is fundamentally an M&A acquisition vehicle that owns an evolving portfolio of Amazon brands. The core drivers are: # deals closed per period, acquisition price (SDE multiple), acquired brand revenue/SDE growth, and eventual exit multiple. An integrated 3-statement model is appropriate at the HoldCo level wrapping individual brand-level P&Ls.

- **Forecast horizon & granularity**: 5 years (2021–2026), monthly in Year 1 (cash/deal timing matters), quarterly thereafter. Individual brand-level P&Ls fold up into a consolidated HoldCo P&L.

- **Key drivers & assumptions (list each):**
  - Number of acquisitions per year
  - Average acquisition SDE at entry
  - Entry SDE multiple paid
  - Revenue per acquired brand at entry
  - Revenue CAGR post-acquisition per brand
  - SDE margin at entry
  - SDE margin improvement post-acquisition
  - Amazon fee load: 45% of revenue
  - COGS: 20–30% of revenue
  - Other Opex per brand: 5% of revenue
  - HoldCo overhead (team salaries, tech, legal)
  - Acquisition financing mix (equity vs. debt)
  - Earn-out liability provisions
  - Exit timing and exit multiple

- **Scenarios (Base / Bull / Bear - which variables flex):**
  - **Base**: 4 acquisitions/year, 3.2x SDE entry, 40% revenue CAGR per brand post-acq, SDE margin 22%→28% over 3 years, exit at 12x
  - **Bull**: 7 acquisitions/year, 3.0x entry, 60% CAGR, margin 22%→32%, debt financing layer, exit at 18x
  - **Bear**: 2 acquisitions/year, 4.0x entry, 20% CAGR post-acq, margin stays flat at 22%, equity only, exit at 8x

- **Required sheets / outputs:**
  1. **Assumptions dashboard** - all drivers, toggle scenarios
  2. **Deal pipeline** - acquisition schedule, price paid per deal, cumulative deployed capital
  3. **Brand-level P&L template** - revenue, COGS, Amazon fees, other opex, SDE; one per brand, rolled up via formula
  4. **Portfolio roll-up P&L** - consolidated revenue + SDE across all owned brands by period
  5. **HoldCo P&L** - portfolio SDE less HoldCo overhead = HoldCo EBITDA; below-line: interest/amortisation of acquisition goodwill if relevant
  6. **Cash flow** - operating cash (SDE less overhead), acquisition capex, earn-out payments, funding inflows
  7. **Balance sheet** - goodwill/intangibles (acquired brand values), cash, earn-out liabilities, equity
  8. **Exit waterfall** - IRR/MOIC at various exit multiples; sensitivity: entry multiple vs. exit multiple
  9. **Dashboard** - portfolio KPIs: # brands, total portfolio revenue, blended SDE margin, HoldCo EBITDA, cash runway, estimated equity value

## Frequently asked questions

### Is the Olsam financial model free?

Yes. The Olsam model is a free Excel download with live formulas.

### Can I change the assumptions?

Yes. The workbook is editable and its live formulas recalculate when assumptions change.
