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Olsam Financial Model

Marketplace Startup Financials (Free Excel Download)

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

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About this model

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.

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 Olsam

olsam.com
Read the pitch deck
Olsam pitch deck cover
View on makeslides.com
Total raised
$165.0M
Funding round
Series A
Founded
2021
Category
Marketplace
Customer
B2B
Geography
UK-headquartered

How to build a detailed financial model for Olsam

A complete walkthrough of the business, drivers, and assumptions behind the downloadable Olsam model - distilled from its pitch deck and publicly available information.

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.

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

Is the Olsam financial model free?+

Yes. The Olsam 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 Olsam'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

Alex Tapio, ex-Deloitte financial modelling expert

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