Sales leader John McMahon explains that while perpetual licenses offered years to fix issues, today's consumption-based models can see customers churn in a week if they don't see immediate value. This demands an intense focus on rapid value realization.

To eliminate friction, Snowflake's marketing team, led by CMO Denise Pearson, abandoned MQLs. Instead, they focused solely on delivering qualified meetings for the sales team, treating sales as their primary customer whose success was paramount.

Snowflake views its corporate venture arm as an ecosystem-building tool. Investments are strategic capital to fuel partners who drive consumption on their platform. This creates a win-win-win: Snowflake gets more usage, customers get more value from their data, and startups get go-to-market acceleration.

A one-size-fits-all sales role fails in consumption models. Success requires segmenting the team into specialized roles—new business acquisition, customer onboarding, and account management—each with distinct incentives aligned to their specific function, from initial sign-up to value realization and expansion.

To ensure sales reps focus on long-term value (LTV), structure compensation to reward customer success. Pay half the commission on contract signing and the other half only when the customer hits a predefined activation metric, known as the Leading Indicator of Retention (LIR). This forces reps to sell to right-fit customers.

Google's Ads team structured its sales force into three specialized units. The acquisition team was paid on getting a customer to start, the onboarding team on setup success, and the account management team on growing spend beyond a predicted baseline. This aligns incentives with each stage of the customer's consumption journey.

In a consumption model, some growth is organic. Instead of paying reps for this predictable growth, Google used analytical models to forecast a customer's spend trajectory. Account managers were then compensated heavily for exceeding this baseline, rewarding them only for the growth they directly influenced.

Unlike perpetual or even subscription models, consumption-based compensation holds sales reps directly responsible for the customer's ongoing product usage. Reps are on the hook to ensure credits are "burned down," effectively merging the roles of sales and customer success and forcing a continuous selling motion.

Google's new business reps were compensated on the first three months of a new customer's spend, despite handing them off immediately after the initial sign-up. This incentivized them to find high-potential customers who would derive significant value from the product, rather than just securing a large upfront commitment.