Big Story
Q&A: Zain Jaffer on Building for Exit and What Changes After Liquidity
Zain Jaffer, founder of Vungle, built one of the earliest mobile video ad networks and scaled it to hundreds of millions in revenue before exiting the company in a $780 million acquisition. His approach to building was shaped early by a clear understanding of where value sits in a market. Instead of creating consumer-facing products, Vungle focused on infrastructure, taking a share of transactions between advertisers and app developers. This positioning allowed the company to scale with the growth of the mobile ecosystem and made it an attractive acquisition target as the market matured.
Jaffer’s experience highlights a key pattern in exit-driven businesses. Value is often concentrated in systems that sit between large flows of money rather than in individual products. Vungle did not depend on the success of any single game or publisher. It embedded itself across thousands of apps and monetized activity at the network level. This created diversified revenue streams, reduced dependency risk, and produced consistent cash generation, all of which are characteristics acquirers prioritize when evaluating large transactions.
The business model also reinforced strong unit economics. By taking a meaningful share of ad revenue on each transaction, Vungle benefited directly from increases in app usage, advertiser demand, and pricing. As more developers integrated the platform, distribution expanded without a proportional increase in costs. This type of operating leverage, where incremental volume drives disproportionately higher revenue, is a key driver of valuation.
The company’s growth reflects how acquirers think about timing. Vungle scaled rapidly alongside smartphone adoption, improved mobile bandwidth, and the shift to free-to-play gaming supported by ads. These external tailwinds meant that growth was not purely execution-driven but tied to a broader structural expansion of the market. By the time of exit, the company was aligned with a durable trend that acquirers could underwrite with confidence.
Scale and profitability further strengthened the outcome. Vungle reached significant revenue levels with strong EBITDA, and for buyers, this reduces integration risk and limits the need for post-acquisition restructuring. Businesses that arrive at exit with proven economics and operational stability tend to command higher multiples because future performance is easier to forecast.
Another important factor is transferability. Because Vungle operated as infrastructure rather than a founder-led product company, its value was embedded in systems, integrations, and network relationships rather than individual decision-making. This made the business easier to transition to new ownership. Acquirers typically discount companies where revenue is tied to founder involvement, whereas systems-based businesses can continue operating with minimal disruption.
Businesses that sit in the flow of transactions, scale with market expansion, and generate predictable cash flows are structurally easier to sell. The combination of infrastructure positioning, diversified revenue, and alignment with macro trends is what ultimately drives both exit timing and valuation outcomes.
Governance Feed
Search fund accelerators, ETA platforms, and EIR models are expanding as a response to the high failure rate of traditional searches. These structures provide pre-arranged capital, deal sourcing support, and operating guidance, which reduces time to acquisition and increases close rates. As a result, ETA is shifting from an individual-led model to a more structured, sponsor-backed approach.
Private equity firms are targeting smaller deals as competition and pricing pressure remain high in large buyouts. Lower middle market companies are attracting more bidders, including firms that previously focused on larger transactions. These deals are typically less intermediated and offer clearer opportunities for operational improvements.
Private equity returns are lagging public markets, with slower exits and longer hold periods reducing distributions to investors. The backlog of unsold portfolio companies is limiting liquidity, which is affecting fundraising cycles and forcing firms to rely more on operational performance.
Thesis Principle
Secondary markets are expanding as an alternative path to liquidity, with firms launching dedicated strategies focused on continuation vehicles and GP-led deals in the lower middle market. These structures allow sponsors to hold assets longer while still returning capital to investors, effectively extending ownership cycles. This shift increases the supply of mature, partially de-risked assets that can be acquired, restructured, or rolled up by new operators.
Resources & Events
📅 M&A Launchpad Conference 2026 (Houston, Texas - May 2, 2026)
A one-day gathering oriented toward acquisition entrepreneurs, investors, and business owners focused on executing transactions in smaller, operationally intensive businesses. Sessions emphasize practical considerations such as deal structuring, diligence, sourcing, and post-closing integration, reflecting the execution realities faced by buyers operating outside large institutional platforms. Details →
📅 AM&AA Summer Conference 2026 (Chicago, Illinois - June 9-10, 2026)
The Alliance of Merger & Acquisition Advisors’ annual summer conference convenes intermediaries, private equity professionals, lenders, and transaction advisors active in the lower and core middle market. The program combines educational sessions with structured networking opportunities, including a Deal Connect marketplace designed to facilitate introductions between active buyers and advisory firms. Details →
📊 Report Spotlight: 2026 Report on Employer Firms (FED Small Business Credit Survey)
The Federal Reserve’s latest survey of employer firms provides a broad view of operating conditions across small businesses, highlighting stable revenue performance alongside more cautious expectations for future growth. The report also examines financing dynamics, noting that while credit access has generally remained available, concerns around borrowing costs and economic uncertainty continue to influence capital decisions. For buyers, sellers, and intermediaries in the lower middle market, the findings offer context on how sentiment, funding conditions, and operational pressures are shaping the environment in which ownership transitions and investment decisions are made. Read →
For the Commute
How Experienced Buyers Actually Make M&A Work (M&A Science)
This episode features experienced acquirers discussing how they approach integration after a deal closes and what determines whether value is realized. The conversation focuses on aligning management teams, maintaining operational continuity, and setting clear priorities during integration. It also covers how repeat buyers rely on structured processes across diligence and post-close execution.
