# Fabric Financial Model

Headless commerce SaaS platform enabling multi-channel retailers, D2C brands, B2B sellers, and developers to launch and scale commerce experiences without legacy replatforming.

- Canonical: https://finamodel.com/startups/fabric
- Excel download: https://finamodel.com/startup-models/fabric.xlsx
- Category: Dev Tools
- Model type: Marketplace / GMV
- Funding round: Seed
- Funding: $9.5M
- Founded: 2020
- Geography: US-headquartered (Seattle, Vancouver, Bangalore)
- Customer: B2C

## About the company

Fabric is a headless commerce platform providing APIs and applications for retailers, D2C brands, and B2B sellers. Its cloud-native stack covers product, pricing, orders, search, promotions, checkout, shipping, payments, and commerce operations without requiring a legacy replatform.

The company processes substantial merchant GMV and sells a simple monthly platform subscription rather than a legacy percentage-of-GMV fee. Add-on applications such as OMS, POS, PIM, and dropship create expansion opportunities for customers growing their digital commerce operations.

The model is a B2B SaaS ARR forecast with GMV as a customer-health metric. Merchant wins, core subscription price, module attach, expansion, churn, and contract size build revenue. Implementation support, cloud costs, sales efficiency, merchant GMV growth, and add-on adoption determine retention and margin.

## 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

- Headless commerce platform: full suite of APIs covering Customer, Search, Product, Price, Promotion, Workflow, Shipping, Payments, Tax, Order, Event Bridge, Integrations
- Experience Platform layer: Storefront + Headless CMS, Experience Manager (XM)
- CoPilot Applications layer: OMS, POS, PIM, Member Offers (Pricing & Promos), Dropship
- Single-tenant SaaS, cloud-native, no maintenance burden on customer
- Pre-integrated with 30+ leading vendors
- Serves 4 verticals: Multi-channel Retail, D2C/DNVB/CPG, B2B Commerce, Developers
- Key differentiators vs. legacy (Oracle ATG, SAP Hybris, Magento): modular APIs, launch in weeks vs. 12–16 months, sub-1-sec page speed, simple monthly subscription vs. 5–7% of GMV
- Claimed customer outcomes: +23% growth, -2.30% ownership cost, 10X (metric unlabelled but shown alongside growth/cost curves)

## Revenue model

- Simple monthly subscription - exact pricing tiers not disclosed
- Positioned against legacy pricing of 5–7% of GMV; fabric's subscription model implies flat/tiered MRR rather than GMV take-rate
- Revenue streams implied: platform subscription (core APIs), CoPilot application add-ons (OMS, POS, PIM, Dropship), potentially professional services (dedicated launch and growth managers mentioned)
- No ARR, ACV, or pricing tier figures disclosed in deck

## Traction & metrics

- Founded: 2017
- Platform GMV processed: $750M
- Team commerce leadership background: $10B+ GMV at 3 Fortune 500 companies
- Engineering & Product headcount: 55
- Named customers: ABC Carpet & Home, Eddie Bauer, BuildDirect
- ABC Carpet & Home outcome quote: "conversion and revenue run rates increased by nearly 3x" within months of implementation
- No ARR, revenue, customer count, or growth rate figures disclosed

## Unit economics

- Legacy platform TCO: 5–7% of GMV (competitive context, not fabric's own economics)
- Ownership cost reduction for customers: -2.30% (customer benefit claim, methodology not shown)

## Competition / moat

- Named legacy competitors: Oracle ATG, SAP Hybris, Magento, Shopify, Salesforce Commerce Cloud
- Competitive framing: legacy platforms are pre-cloud monoliths requiring 12–16 months to implement, expensive specialised developers, 1–2 releases/month, 5–7% GMV TCO
- Moat claims: headless/API-first architecture; single-tenant SaaS (isolation + scale); 30+ pre-integrated vendor ecosystem; modular - customers pick tools they need; dedicated growth managers as managed onboarding differentiator
- Team pedigree: Amazon, Google, eBay, Staples, Groupon commerce leadership

## Team & funding ask / use of funds

- CEO Faisal Masud: Amazon, Google, eBay, Staples
- Co-founder & CRO Ryan Bartley: Fortune 500 eCommerce executive
- CPO Luke Shardlow: Staples, eBay
- Investors shown: Expo Capital, Redpoint, Sierra Ventures

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## Recommended financial model

- **Archetype + why:** B2B SaaS ARR model with GMV-correlated expansion layer. Fabric sells subscription SaaS but its commercial positioning (vs. GMV-% legacy pricing) and customer success metrics are GMV-linked. Model should track ARR/MRR at the contract level with upsell from add-on CoPilot modules, but also carry a GMV-processed metric as a health/retention signal.

- **Forecast horizon & granularity:** 5-year annual model (2020–2025) with monthly build for Years 1–2 given early-stage; consolidate to annual for Years 3–5. Monthly useful for cash-burn and hiring ramp.

- **Key drivers & assumptions:**

| Driver | Value |
| -- | -- |
| Platform GMV processed (base) | $750M |
| Founding year | 2017 |
| Customers (named) | 3 disclosed |
| Avg. subscription ACV | $150K–$300K |
| New logo adds per year (Year 1) | 8–12 |
| New logo growth rate | 40–60% YoY |
| Gross revenue churn | 5–8% annually |
| Net revenue retention | 110–125% |
| Gross margin | 70–75% |
| S&M % of revenue (Year 1–2) | 50–60% |
| R&D % of revenue (Year 1–2) | 35–45% |
| G&A % of revenue | 10–15% |
| Headcount growth | 20–30% YoY |
| Take-rate displacement | 5–7% GMV (legacy) → flat subscription |

- **Scenarios (Base / Bull / Bear - which variables flex):**
  - Base: 50% new logo growth, 115% NRR, 72% gross margin
  - Bull: 70% new logo growth (team pedigree accelerates enterprise deals), 125% NRR (full module adoption), margin expansion to 78% by Year 3
  - Bear: 25% new logo growth (longer enterprise sales cycles), 105% NRR, 68% gross margin (higher single-tenant infra + PS costs), elevated churn if customers resist mid-market ACV

- **Required sheets / outputs:**
  1. Assumptions - all drivers in one tab
  2. ARR Bridge - new logo, expansion, churn, net new ARR per period
  3. P&L - Revenue, COGS, Gross Profit, OpEx (S&M, R&D, G&A), EBITDA, Net Income
  4. Headcount Plan - by function, linked to OpEx
  5. Cash Flow & Runway - monthly burn, ending cash, months of runway (requires funding input)
  6. GMV Dashboard - platform GMV processed as KPI tracker (not revenue, but key health metric)
  7. Scenario Toggle - Base / Bull / Bear switch driving key outputs
  8. KPIs Summary - ARR, MRR, customers, NRR, LTV/CAC (once CAC data available), gross margin

## Frequently asked questions

### Is the Fabric financial model free?

Yes. The Fabric 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.