Moloco Research
Important Context: Not a Traditional VC Firm
Moloco is an AI-powered performance advertising company, not a venture capital firm. It is included in F4-OS as a strategic corporate entity. Moloco is itself a VC-backed startup (valued at $2B+), and may be relevant to F4 Fund as a potential strategic partner, acquirer, or customer for portfolio companies operating in mobile app growth, retail media, or ad-tech.
Company Overview
Moloco was founded in 2013 by a team of machine learning engineers who had built AI advertising systems inside some of the world's largest technology companies. The company's name is an abbreviation of "Machine Learning Company." CEO Ikkjin Ahn previously helped build YouTube's video profitability prediction system at Google.
Moloco's core mission is to bring the caliber of AI advertising technology that once only lived inside a handful of platform giants — Google, Meta, Amazon — to every business competing on the open internet.
Products and Technology
Moloco operates three main product lines:
- Moloco Ads (Cloud DSP) — An AI-powered demand-side platform for performance marketers. Enables mobile app advertisers to run ROAS-optimized user acquisition and re-engagement campaigns across more than 2 billion daily active users spanning 2.8 million+ independent apps worldwide. Competes outside the walled gardens of Google and Meta.
- Moloco Commerce Media (Retail Media Platform) — An AI-native retail media platform for retailers and online marketplaces. Allows commerce platforms to build their own ML-powered advertising business. Customers include Wayfair, Costco, and others. Partners with Google Cloud AI Vector Search for personalization.
- Moloco Next — Next-generation advertising solutions led by Co-founder & CTO Donghwan Jeon.
- Performance CTV — Launched April 2026, bringing mobile-grade measurement and real-time AI optimization to connected TV advertising for app marketers.
Underpinning all products is CARA (Compound Ad Recommendation Architecture), a compound AI system developed over 12+ years that orchestrates models, agents, and specialized software. CARA learns from billions of events daily and deploys updated model versions as often as every two hours. In 2025, CARA increased ROAS by 27% for Moloco Ads customers.
Business Model and Financial Profile
- Annual recurring revenue: $200M+ ARR
- Profitable for 12+ consecutive quarters
- Revenue grew 5x between 2020 and 2022
- Valuation: $2B+ (secondary transactions, June 2023)
- Total funding raised: approximately $226.8M across 6 rounds
- Self-sustaining: cash-flow positive, does not depend on new primary capital
Funding history:
- Seed: 2014
- Series A: Korea Investment Partners (KIP) led
- Series B: $11M (2018, led by Samsung Ventures and Draper Athena)
- Series C: $150M (April 2021, led by Tiger Global, $1.5B valuation)
- Secondary 2023: Fidelity Management & Research Company and EDBI joined cap table; valued at $2B+
- Secondary 2025: April 2025
Notable investors include Tiger Global, Samsung Ventures, Draper Athena, Mirae Asset Capital, Korea Investment Partners, Fidelity Management & Research Company, and EDBI (Singapore).
Geographic Presence
Moloco operates 13 global offices and serves advertisers and commerce platforms in 200+ countries and territories:
- Silicon Valley (HQ) — 135 Commonwealth Drive, Menlo Park, CA 94025
- San Francisco, CA
- New York, NY
- Seattle, WA
- London, UK
- Berlin, Germany
- Seoul, South Korea
- Tokyo, Japan
- Singapore
- Beijing, China
- Shanghai, China
- Gurgaon, India
- Tel Aviv, Israel
Leadership Team
- Ikkjin Ahn, CEO & Co-founder — Former Google engineer; developed YouTube's video profitability prediction system and led the Android Data team. Holds MSE from University of Pennsylvania, BS from Seoul National University.
- Donghwan Jeon (DJ), Co-founder & CTO — Leads Moloco NEXT team. Former Google Cloud Storage engineer. PhD in CS from UC San Diego.
- Sehyuk Park, Co-founder & CIO — Founded and led Moloco's core ML platform team of engineers, data scientists, and data engineers. Former Oracle Cloud Computing engineer. BS in CS from Seoul National University.
- Brandon Maultasch, CFO — Former Managing Director of Software & Internet Investment Banking at RBC Capital Markets (10 years in investment banking). JD/MBA from NYU Stern.
- Iris Chen, CLO — Former VP & Deputy General Counsel at Airbnb; VP of Legal at Google (14 years). JD from Columbia Law School.
- Sunil Rayan, CBO & GM Moloco Ads — Former President of Disney+ Hotstar (grew to 50M+ subscribers). 7+ years at Google in mobile app ads. Degree from University of Madras.
- Tal Shaked, Chief AI Officer — Co-founded Sibyl (Google's most-deployed ML platform) and TensorFlow Extended. Former ML Architect at Snowflake.
- Pat Copeland, GM Moloco Commerce Media — 30 years in tech leadership including Zendesk (AI customer support), Amazon (scaled Sponsored Brands to multi-billion dollar platform), Google, and Microsoft. MS in CS from USC.
- Paul D'Arcy, CMO — Former CMO at Miro (grew revenue 1,000%) and SVP Marketing at Indeed ($150M → $4B revenue). MBA from Harvard Business School.
- Joanne Wrenn, CPO — Former VP of People at LinkedIn. Leads global talent and people strategy.
Acquisitions
Moloco has made two acquisitions to date:
- SceneCraft — Acquired January 2025 (product/technology use case not fully disclosed)
- Masterful AI — Acquired January 2025 (AI marketing capabilities; accelerates Moloco's AI marketing vision)
Board of Directors
- Dawn Ostroff — Former Chief Content & Advertising Business Officer at Spotify; current director at Mattel and Sweetgreen
- Jaebum Lee — Co-founder of Kakao; Co-founder of AmazeVR; early-stage AI investor via Three Body Partners
- Patricia Wadors — CHRO at Intuitive; former CPO at UKG and Procore; senior roles at ServiceNow and LinkedIn
- Sabrina Simmons — CFO of Petco; former EVP & CFO at Gap Inc.; board roles at Columbia Sportswear, Coursera, Williams-Sonoma
- Sehyuk Park — Co-founder & CIO of Moloco (also on board)
Recent Activity (2025–2026)
- January 2025: Acquired SceneCraft and Masterful AI
- April 2025: Secondary share sale
- June 2025: Strategic partnership with Xiaomi's International Internet Business Department to drive growth for mobile apps
- August 2025: Published research on mobile app advertising opportunities beyond Google and Meta
- October 2025: Partnered with Google Cloud on AI Vector Search for retail media personalization
- April 2026: Launched Moloco Ads for Performance CTV — bringing mobile-grade measurement to connected TV
- 2025–2026: Costco selected Moloco Commerce Media for onsite advertising
Strategic Significance for F4 Fund
Moloco is relevant to F4 Fund in several capacities:
- Potential acquirer — Moloco has shown appetite for acqui-hiring and acquisitions (SceneCraft, Masterful AI). Mobile advertising, AI marketing, and retail media startups could be acquisition targets.
- Strategic customer — Portfolio companies in mobile apps, gaming, fintech, on-demand services, or e-commerce could be Moloco customers (both for Moloco Ads and Commerce Media).
- Partnership channel — Founders in ad-tech, retail media, or mobile growth infrastructure could benefit from introductions to Moloco's BD team.
- Pre-IPO signal — Moloco's long profitability track record and $2B+ valuation suggest a public offering is plausible, making it a company to track for both market signal and relationship-building.