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In a short pilot, don't promise to increase overall revenue (a lagging metric). Instead, focus on a controllable upstream metric, like increasing the number of accounts touched. Demonstrate a clear win on this leading metric, then extrapolate its impact on the larger business goal.

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Avoid the trap of trying to achieve everything with one launch. Instead, define a single primary KPI—such as press mentions, sales rep message adoption, or a specific user action—and build the entire campaign strategy around optimizing for that one goal.

Instead of tracking everything, find the one key activity that disproportionately impacts results. For Jeb Blount's team, that metric is qualified 'first-time appointments.' Focusing on improving this single lead measure has a cascading positive effect on the entire sales funnel.

Focusing on monthly revenue is like looking in the rearview mirror, as it reflects past activities. Instead, track leading indicators—the upstream metrics like webinar show-up rates or call conversion rates—that predict what your revenue will be weeks or months from now.

Directly trying to change a North Star metric like MAU is ineffective. Instead, product leaders must identify and focus on 'driver metrics'—the specific, controllable inputs like organic traffic sources or keyword performance—that collectively influence the ultimate KPI.

Varonis's CMO sets simple, easy-to-remember leading indicators as goals. For example, the executive briefing team's primary goal is the number of C-level guests hosted, not the resulting ARR. This focuses the team on activities they can directly control.

Instead of ad-hoc pilots, structure them to quantify value across three pillars: incremental revenue (e.g., reduced churn), tangible cost savings (e.g., FTE reduction), and opportunity costs (e.g., freed-up productivity). This builds a solid, co-created business case for monetization.

Go beyond simple ROI to measure pilot success. Focus on: 1) Time to Value: delivering measurable outcomes within weeks. 2) Expansion Velocity: enabling the customer to achieve new business growth. 3) Engagement Depth: the customer actively pulling your product into new functions and creating a wishlist of use cases.

Revenue is a lagging indicator and is too slow for validating major strategic shifts. To get an early signal, establish checkpoints using leading indicators. For a decision aimed at acquiring more customers, track metrics like sales team win rates on a monthly basis to see if the hypothesis is proving correct before revenue numbers reflect the change.

Don't jump directly to optimizing for high-level business outcomes like retention. Instead, sequence your North Star metric. First, focus the team on driving foundational user engagement. Only after establishing that behavior should you shift the primary metric to a direct business impact like revenue or retention.

The goal of a pilot has evolved from showing how technology works to tangibly improving a customer metric within the pilot's timeframe. Instead of just demonstrating possibilities, you must prove value by moving a number they care about in two to four weeks, making the business case a natural next step.

Drive Pilot Success by Improving Leading Metrics, Not Chasing Lagging Business Outcomes | RiffOn