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Mitchell Green - Lessons from Cold Calling 10,000 Companies - [Invest Like the Best, EP.464]

Invest Like the Best · Patrick O'Shaughnessy — Mitchell Green · March 24, 2026 · Original

Most important take away

Lead Edge Capital’s success stems from building a highly disciplined, repeatable investment machine rather than relying on individual genius. By combining an 800+ LP base of world-class executives with rigorous 8-point criteria for evaluating software companies, cold-calling 9,000 companies per year, and maintaining extreme discipline on both the buy and sell sides, Mitchell Green and his partners have generated consistent 2-2.25x net returns with very few losses over 15+ years.

Chapter Summaries

The Lead Edge Machine Overview

Mitchell Green describes Lead Edge Capital as a disciplined investment machine modeled after firms like Bessemer, Insight, and TA Associates. The firm has 18 analysts cold-calling roughly 9,000 companies per year, filtering them through an 8-point criteria framework to make 5-7 investments annually. They just raised their 7th fund at $3.5 billion.

The Unique LP Base

95% of Lead Edge’s ~800 LPs are world-class executives and entrepreneurs rather than large institutions. These LPs are leveraged throughout the entire investment lifecycle: sourcing deals (e.g., having a former GM CEO email an automotive software company), conducting diligence (calling on industry experts among LPs), and adding post-investment value (making customer introductions). Green chose this model to differentiate in a crowded market.

The 8-Point Buying Criteria

The framework includes: (1) $10M+ revenue, (2) 25%+ annual growth, (3) 70%+ gross margins, (4) recurring revenue, (5) capital efficiency (revenues greater than historical cumulative cash burn), (6) profitability, (7) no customer concentration, and (8) reasonable entry price. Companies must meet at least 5 of the 8 criteria to enter the pipeline, which narrows 9,000 companies to about 900. There is no correlation between how many criteria a deal meets and its ultimate return, but the framework ensures disciplined focus.

The Discipline of Selling

Lead Edge meets monthly to review every portfolio position and constantly underwrites forward net returns. They are willing to sell early if the forward return no longer makes sense. In the case of Toast, they invested 12% of their fund and sold $180M before the IPO at prices ($40-50/share) well above where the stock trades today (~$30). About a third of their exits are secondary sales. Average hold period is 3.5-4 years.

Creative Deal Structures

About 70% of Lead Edge’s deals are “special situations.” They will buy LP positions in funds that hold target companies, purchase employee secondaries, do GP-led vehicles, or structure creative profit-sharing arrangements. The Zoom investment is a prime example: unable to invest directly, they bought LP positions in a fund that held Zoom stock, effectively gaining indirect ownership.

AI and Software Market Outlook

Green believes software incumbents have a strong competitive advantage because their moat is distribution, customer relationships, and switching costs, not R&D. He draws a parallel to e-commerce in 1999-2000, where incumbents like Walmart and Home Depot ultimately dominated online retail. He is bearish on AI capex spending, comparing it to the telecom bubble, and believes AI models will commoditize. He sees the best risk-adjusted returns currently in public software names that the market hates.

Culture and Leadership

Green conducts annual one-on-one interviews with every employee, inspired by Tom Barnes at Accel-KKR. The three partners (Green, Brian, Neemay) have deliberately different roles: Green spends 60% of time with LPs, Neemay spends 90% investing, and Brian splits between investing and operations. The firm emphasizes doing what you say you’ll do, sending handwritten thank-you notes, and intellectual honesty in investment committee discussions.

Personal Drive and Career Advice

Green attributes his competitive drive to growing up as a ski racer, which taught him persistence, risk assessment, and constant improvement through repetition. He encourages young people considering starting their own firm to do it early (25-27) when they have less to lose. He believes athletes make great investors because of their work ethic and comfort with failure.

Summary

Actionable Insights:

  • Do what you say you’ll do. Green repeatedly emphasizes that simply following through on commitments — making the intro you promised, sending the reference you offered — is a massive differentiator in a world where most people don’t. This applies to investing, sales, and career building.

  • Build a differentiated asset, not just a fund. Rather than competing on capital alone, Lead Edge built an 800-person LP network of executives that serves as a sourcing engine, diligence tool, and value-add platform. Anyone starting a fund should ask: what unique, non-capital asset can I offer entrepreneurs?

  • Use a framework to say no quickly. The 8-point criteria don’t predict winners, but they prevent the team from wasting time on the 90% of companies that aren’t a fit. Time is the only real asset in investing. Having explicit criteria lets junior team members self-screen.

  • Be as disciplined about selling as buying. Most firms focus on the buy side. Lead Edge’s monthly portfolio reviews and constant forward-return underwriting prevent the “living dead” problem where companies sit in portfolios for a decade going nowhere. If forward returns don’t justify holding, sell.

  • Consistency beats home runs. Lead Edge targets 2-5x returns in 3-7 years (roughly 25% net IRR). They avoid zeros by investing in profitable or near-profitable companies with recurring revenue. Their worst outcomes are 0.7-1.1x, not total losses. This consistency drives 95% LP gross dollar retention.

  • Cold calling still works, but you need knowledge and credibility. Lead Edge’s analysts succeed because they research companies thoroughly before calling, cite specific data points (“you have 80 employees, so roughly $10-15M revenue?”), and can offer immediate value through their LP network.

  • Software incumbents are stronger than people think in the AI era. The competitive moat for software companies is distribution, customer relationships, and switching costs — not code. Companies like Workday with 98-99% gross dollar retention and 20 years of enterprise implementations won’t be disrupted by vibe-coded alternatives. The companies most at risk are over-leveraged PE-owned software assets that cut R&D.

  • Hire athletes and persistent people. Green specifically recruits former athletes for analyst roles because they handle rejection well, have intrinsic drive, and understand that improvement comes from repetition. The ability to bounce back from a cold call rejection is similar to recovering from dropping a ball in competition.

Company-Specific Information:

  • Toast (TOST): Lead Edge invested ~$36M (12% of their $290M Fund 3). Sold $180M pre-IPO at $40-50/share. Stock currently trades around $30. Total return was 3-4x.
  • Zoom: Invested via creative LP-position purchase in a fund holding Zoom stock, since direct secondary wasn’t available (Sequoia blocked it).
  • Clickhouse: Lead Edge was an early investor in this database company. Green highlights it as a capital-efficient AI infrastructure play.
  • Grafana Labs: Early investment in this infrastructure/observability company. Green sees it growing high-20s to 30% at scale.
  • Constellation Software: Green references its declining stock price as a visual indicator of market skepticism toward traditional software businesses.
  • Workday: Cited as the example of an unassailable software incumbent with 98-99% gross retention, $10B revenue, $3B cash flow, and multi-year enterprise implementations that create enormous switching costs.
  • OpenAI: Green considers investing in OpenAI at current valuations “a little insane” but acknowledges he could be wrong if it achieves massive earnings. Believes AI models will commoditize as Chinese and European alternatives offer similar capability at a fraction of the cost.

Career Advice:

  • If you want to generate generational wealth, you need to be an entrepreneur. It’s easier to start at 25-27 than at 45 with three kids.
  • Be memorable. Green says this is one of the simplest and most valuable things you can do in your career.
  • More responsive CEOs tend to be better CEOs. Responsiveness signals competence and respect.
  • Conduct annual one-on-one interviews with every employee at your firm. Ask: what do you love, what do you hate, what would you change, and how can we make your job easier?
  • Don’t be the bottleneck. Empower young team members to represent the firm. A 23-year-old who is smart enough to work at your firm is smart enough to meet clients.