Framework

Growth Portfolio of Bets

Treat growth experiments as a deliberately allocated portfolio across time horizons and risk levels rather than a single plan, assuming most bets fail.

Growth as an allocation, not a plan

George Bonaci, who runs growth at Eric Glyman's company Ramp, describes managing growth experiments the way an investor manages capital: not as a single plan but as a portfolio, allocated deliberately across time horizons and risk levels.1 Asked whether growth comes from many small one-to-two-percent gains or a few pivotal step-changes, his answer is both, by design. Big swings promise large step-changes in impact but carry high risk, and cannot be the only bet in the portfolio without missing the quarter's number; high-confidence small wins reliably deliver the two-to-five-percent improvement in a quarter without moving the needle much; and the rest sits in between. The discipline is intentional allocation across that spectrum rather than a bias toward either end.

Bonaci frames this allocation as a conversation to have with finance and leadership, aligned to company goals, not something the growth team decides alone. He also ties risk tolerance to circumstance: "like an investment portfolio, it depends what you're optimizing for," a function of the company's stage and whether it is optimizing for growth or profitability.1

Budget the long bets, hunt for early signal

Some bets, particularly content and brand, genuinely take twelve to eighteen months to pay off. Bonaci's answer is to accept that and ring-fence it: putting twenty to thirty percent of the team's time into long-horizon bets is fine, as long as everyone accepts that results will not arrive soon. To keep those bets honest he presses on two things, defining leading indicators and scoping the experiment down far enough to get early signal on whether it will work. That second instinct is the same one that makes prioritizing on confidence and time-to-results a ranking axis, since a bet that resolves fast is cheap information even when its confidence is low.

Underlying the whole model is the assumption that most bets fail, which is why Bonaci treats velocity as more important than perfection in growth as experimentation. The portfolio exists precisely because no single bet can be trusted to work.

Concentration is good, but only for a while

Bonaci breaks from the standard investing rule here. A venture investor caps any single position at roughly ten percent of the fund; in growth, he argues, concentration is a sign you are doing it right. When a channel wins and the team saturates it fast, the portfolio becomes heavily concentrated there almost by definition. The danger is not the concentration itself but staying concentrated too long. The skill he names is how quickly the team can then diversify and stack new bets and new wins, so a single channel does not become a single point of failure.

Why the frame does work, and where it strains

The portfolio model gives growth a capital-allocation discipline in place of a tactic list, and it dissolves several apparent contradictions in Bonaci's own advice. Velocity versus rigor, fast saturation versus diversification, short-term numbers versus long-term brand all stop being either-or choices and become allocation decisions across the portfolio. Brand, in particular, becomes the canonical long-horizon, high-variance slice, which is why demand generation belongs to this frame rather than to direct response.

The strain shows at the edges. Allocating with finance and leadership presumes a company mature enough to hold that conversation; at the earliest stage the portfolio is a handful of bets and the framework risks over-formalizing them. And the line between healthy temporary concentration and dangerous over-reliance is left to judgment, phrased only as "how quickly you diversify," with no stated trigger for when temporary has become too long.

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References

  1. 01

    George Bonaci, VP of Growth at Ramp (20VC)

    George Bonaci, interviewed by Harry Stebbings · podcast

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