Jake Saper

Emergence’s numbers are the credential for everything else said: a little less than $2B deployed over 20 years, “a little over $8 billion in cash” returned, with fund three at about 16x DPI, by Saper’s estimate — Zoom alone returned that fund more than 10x, and SalesLoft’s $2.3B sale to [likely Vista] was “the highest multiple ever paid by private equity for a software company.” Graduation stats from the new-fund analysis: 9/10 early deals raise follow-ons, 1/5 raise at >$1B, 1/10 go public.

The Zoom deal in 2014 was $20M from a $250M fund at $200M post on ~$2-3M revenue — 100x revenue when that was unheard of — and diligence found Eric (likely Yuan) was miscounting upgrades and pauses as churn: “Eric thought the business was worse than it was,” the only time in Saper’s career a founder underestimated his own business. Telling him before terms were final gave up leverage but won the deal.

A possible “Quadruple 120” replacement for triple-triple-double-double: great AI-era companies should roughly 4x year-over-year with ≥120% net dollar retention — Bolt went 0→20 in two months, Together AI 2M→100M+ revenue in 15 months. But the unproven variable is retention: cohorts, Saper predicts, “will disappoint,” with outliers saved by sticky workflow wedges.

Ranking for any investment: market pull > founder > traction. The diligence tell is a user saying “if my boss stopped paying for this I’d quit” — and the trap is “Mirage product-market fit,” where fast growth (a COVID fitness-instructor tool; AI services that grow because they’re cheaper without proving margin) masks the absence of durable demand or a business model.

Tape calls: he wouldn’t short Salesforce — he’d short IBM, because 75% of the Fortune 500 still run core apps on COBOL mainframes and AI (via portfolio company Mechanical Orchard) is “the critical enabler” to finally migrate them. Buy Anthropic at $60B, sell [likely Grok] at $50B, OpenAI at $300B “feels expensive”; ten-year single-stock hold is Microsoft as a B2B software index.

Biggest change of mind in 12 months: he feared LLM value would accrue to incumbents via data and distribution, but “what I underappreciated… is the value of focus” — narrow startups are outpacing incumbents, and buyers aren’t firing anyway: a voice-AI customer cut zero headcount but “grew my business three times with the same headcount.”

Most venture partnerships are structurally broken: two-year checkbooks incentivize spraying, departures create “orphaned deals” that quietly hurt founders, and retiring founders hoarding carry drives the spin-out merry-go-round. Emergence’s founders forfeited carry on retirement — why no partner has ever left. Exit discipline matters too: they sold Salesforce right after IPO (“it was bad”), but case-by-case management of current public positions returned $2B more than selling at lockup.

🔗 Original source & video: Jake Saper, GP @ Emergence Capital: “We Sold Salesforce Early and Lost Out on Billions”