# Upstream Financial Model Mobile app for professional networking via communities, events, and peer Q&A - Canonical: https://finamodel.com/startups/upstream - Excel download: https://finamodel.com/startup-models/upstream.xlsx - Category: Enterprise/Security - Model type: SaaS ARR / Valuation - Funding round: Seed - Funding: $25M - Founded: 2021 - Geography: US-first (NYC context visible in deck); global ambition implied - Customer: B2C ## About the company Upstream is a professional-networking app built around communities, events, and peer questions and answers. It aims to create useful professional interaction through membership and participation, with an early product context focused on building a network before fully shipping monetisation. The company combines consumer community growth with an emerging B2B corporate-community channel. This makes it a hybrid model: member acquisition and engagement create network value, while corporate contracts offer the clearer near-term route to monetisable revenue. The model separates members, engagement, and consumer paid conversion from corporate contracts and subscription value. Marketing, product, community operations, retention, and cash costs are forecast independently so the model can test whether B2B revenue supports continued consumer-network investment. ## 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 - Professional networking via interest-based communities (e.g. "Jews in Tech," "Orchestrated Gatherings") - Three core features: Communities, Upstream Asks (peer Q&A / help requests), Upstream Events (structured video networking with 1:1 video breakout matching) - Positioned as "LinkedIn Groups if it were started today" - Events run as matchmaking sessions: host intro, then timed 1:1 video chats with other attendees - Post-event contact exchange (encrypted, opt-in) - Corporate/B2B channel: companies and organizations using Upstream for internal networking, alumni events ## Market - 640 million business professionals in the world - 2 billion+ active users monthly in group products (addressable engagement pool) - $52.7 billion market size of social networking measured by revenue - $26.2 billion LinkedIn acquisition price paid by Microsoft (comparable exit anchor) - Macro tailwind: Zoom daily meeting participants went from ~10MM (Jan 2019) to 200MM (Mar 2020) - 20x in months, cited as "5 years of acceleration in 5 months" - No SAM/SOM breakdown presented ## Revenue model - No live monetization shown in deck - Roadmap explicitly includes "Ship monetization products for community organizers" - Implied future monetization vectors: - B2B / corporate community product (companies pay to host communities) - Platform API (Upstream Platform API on roadmap) - Potential event ticketing or premium community fees (inferred from organizer monetization language) - No pricing, ARPU, or take-rate figures in deck ## Traction & metrics - Over 100,000 members across 100+ communities on waiting list to join - 72% of members who attend one event, attend a second one (event retention rate) - Average user attends an event per week - One bullet on slide 7 is redacted (blacked out) - unknown metric - Shipped: iOS app, Android app, Upstream Asks, Upstream Events - No revenue figures disclosed ## Competition / moat - Two competitive buckets identified: - Group products: LinkedIn Groups, Facebook Groups, Telegram, WhatsApp, Yahoo Groups, Google Groups, Slack - Professional + Event products: Icebreaker, Mighty Networks, Lunchclub, Hopin, Fishbowl, Glimpse, Run The World, Meetup, Zoom - Moat claims: structured matchmaking format for events; community + Q&A + events bundled in one product; "meaningful long-term relationships" vs. passive connection graphs - No proprietary data / network effects claim stated explicitly ## Team & funding ask / use of funds - Alex Taub - CEO/Co-founder; prior: Co-founder SocialRank, Head of BD at Dwolla, Lead BD at Aviary - Michael Schonfeld - CTO/Co-founder; prior: Co-founder SocialRank, Developer Evangelist at Dwolla, Full Stack Engineer at Nerve - Zhanna Schonfeld - Product Design; prior: SocialRank, DigitalOcean, Quirky - Kazi Islam - Product; prior: Director of Sales SocialRank, AE at Apploi, Paycom - Use of funds: hire 6 people (engineer / community heavy), ship Web version, new community tabs, monetization products, Platform API, expand corporate product --- ## Recommended financial model - **Archetype + why:** Consumer social / community platform with a dual-revenue model - B2C freemium (organizer monetization, potential premium tiers) + B2B corporate community SaaS. Closest archetype is a **marketplace / community SaaS hybrid**: B2C member growth drives community value; B2B corporate deals drive near-term monetizable revenue. A **3-statement operating model** with a separate B2C/B2B revenue build is the right structure given early stage and no live revenue. - **Forecast horizon & granularity:** 3 years monthly (Years 1–2 monthly detail, Year 3 quarterly roll-up). Pre-revenue today, so Year 1 is a cash-burn / hiring model; revenue starts in Year 2 once monetization ships. - **Key drivers & assumptions:** - Total registered members: 100,000+ on waitlist at model start; assume 50% conversion to active - Active member growth rate: - Event attendance rate: 1 event/user/week - Event retention (D2 event): 72% - B2C monetization ARPU: - B2C monetization attach rate: - B2B corporate communities - number of corporate clients: - B2B ACV: - Headcount: 4 current + 6 hires = 10; - Gross margin: - CAC: - Churn (B2B): - **Scenarios (Base / Bull / Bear - which variables flex):** - Bear: waitlist conversion 30%, B2B ramp slow (5 clients by end Year 2), monetization delayed to Year 3 - Base: waitlist conversion 50%, B2B 15 clients by end Year 2, monetization live mid-Year 2 - Bull: viral event-driven growth (20% MoM), B2B 30+ clients, premium B2C tier scales - **Required sheets / outputs:** 1. Assumptions - all drivers with scenario toggle 2. Member growth - registered, active, organizers; cohort event attendance 3. B2C revenue - organizer premium subscriptions, optional event ticketing 4. B2B revenue - corporate community clients, ACV, renewal 5. P&L - revenue, COGS, gross profit, opex (headcount, marketing, infra), EBITDA 6. Headcount plan - current 4 + 6 planned hires, timing, role, fully loaded cost 7. Cash flow & runway - burn rate, funding need, months of runway 8. Dashboard - KPI summary (members, events, B2B clients, ARR, runway) ## Frequently asked questions ### Is the Upstream financial model free? Yes. The Upstream 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.