Lecture, Fireside Chat
Adora Cheung - How to Set KPIs and Goals
- Definition and Purpose of KPIs: Key Performance Indicators (KPIs) are quantitative metrics that objectively indicate business health, serving as a feedback mechanism to validate strategies (e.g., user acquisition, feature launches) and prevent a startup from moving in the wrong direction.
- Primary Metric Focus: Startups should select exactly one primary metric to avoid distraction; a single metric that achieves 90% of the insight is superior to multiple metrics achieving 91%.
- Criteria for a Good Primary Metric:
- Must quantify the actual value delivered to customers, specifically through money (revenue) or time (active usage).
- Must capture recurring or enduring value, such as Monthly Recurring Revenue (MRR) for SaaS or Daily Active Users (DAU) for daily content.
- Must be a lagging indicator reflecting value already delivered (e.g., paid revenue) rather than leading indicators like email signups.
- Must be usable as a rapid feedback mechanism, requiring a timescale short enough to allow for quick iteration (e.g., weekly, not monthly).
- Recommended Primary Metrics:
- Revenue: Ideally, recurring revenue (MRR) is the best test of value, as it indicates users are paying; free users often provide inferior feedback compared to paying customers.
- Active Users: Appropriate for advertising-based models (e.g., Facebook) or marketplaces with strong network effects (e.g., Airbnb's "nights booked," Uber's "weekly trips") where user volume is a prerequisite for monetization.
- Technical Milestones: For biotech/hard-tech startups with regulatory hurdles where sales are impossible, metrics should be binary technical milestones proving the science or tech works (e.g., FDA approval readiness).
- Secondary Metrics: Founders should select 3–5 secondary metrics alongside the primary metric to gain a 360-degree view of company health, avoiding "analysis paralysis" by not optimizing too many variables simultaneously.
- Pre-Launch Strategy: Metrics are not critical before defining the problem and customer, but once product building begins, defining a primary metric helps align the team and hypothesize user acquisition strategies.
- Goal Setting Principles:
- The primary goal is weekly growth of the primary metric; weekly increments allow for frequent feedback and manageable tasks.
- A "good" weekly growth rate for YC startups ranges from 5% to 10% (clustered around 20–50% month-over-month).
- Growth rates below 1% weekly suggest the product-market fit has not yet been found.
- Growth targets should be exponential, not linear, and tailored to the specific market size and time-to-sell (e.g., instantaneous for consumer apps vs. months for enterprise).
- Growth Velocity Expectations:
- High latent demand typically results in fast initial growth, which naturally slows as volume increases.
- Paid user acquisition is considered "cheating" growth in early stages; organic growth via word-of-mouth is preferred initially.
- In enterprise contexts, the time-to-sell should decrease over time (from months to days), impacting near-term growth calculations.
- Execution and Monitoring:
- Goals can be set by defining a target growth rate or by time-boxing an absolute number (e.g., users by the end of 10 weeks) and reverse-engineering weekly targets.
- Visual progress tracking (e.g., a graph updated weekly) serves as a motivational tool and prioritization mechanism.
- Missing a weekly target is acceptable if the cause is understood; consistent failure indicates a need to pivot or engage directly with users to identify obstacles.