Separate Vanity Metrics from Real Traction
The first step is to filter out 'vanity metrics'. These are numbers that look good but don't signify business health, like cumulative downloads or total sign-ups. These numbers only ever go up, even if users are churning immediately. Real traction, by
contrast, is tied to metrics that would fall if customers stopped finding value. Look for daily or monthly active users (DAU/MAU) as a percentage; a healthy ratio shows the product is becoming a habit. Ask about cohort retention: what percentage of users who sign up in January are still active in June? A startup with real distribution can answer this; a startup running on hype will steer you back to the impressive-but-meaningless total user count.
Look for Pull, Not Just Push
A startup's distribution strategy can be based on 'push' (outbound sales, paid ads) or 'pull' (organic search, word-of-mouth). While paid acquisition can be useful for quick feedback, an over-reliance on it can be a red flag. Are they just buying customers with investor cash, or have they built something people actively seek out? Real distribution often has strong organic pull. This might manifest as high traffic from non-paid search results, indicating strong SEO and genuine interest. It could also be a high referral rate or a growing community around the product. These channels create compounding value and suggest the product has found a real nerve, rather than just renting attention.
Check the Unit Economics
A slick pitch might boast about acquiring a million users, but the crucial question is: at what cost? This is where unit economics come in. The two most important figures are Customer Acquisition Cost (CAC) and Lifetime Value (LTV). CAC is what they spend on sales and marketing to get one new customer. LTV is the total revenue they expect to make from that customer over time. A healthy business has an LTV significantly higher than its CAC. Ask the founder not just for the numbers, but for the story behind them. Is their CAC decreasing over time as their brand grows? Is LTV increasing as they add features and improve retention? If the economics don't work, even explosive growth is just a faster way to run out of money.
Analyze the Channel Mix
In the early stages, most successful startups find the majority of their customers through a single, dominant channel. The founder should be able to clearly articulate what that channel is and why it works for their specific customer. Is it founder-led content on LinkedIn? A niche newsletter partnership? A product-led viral loop? The sign of a savvy team isn't that they are 'trying everything'; it's that they have methodically tested channels, measured the results, and doubled down on what is provably effective. Be wary of a strategy that sounds like a random collection of marketing buzzwords. True distribution is a repeatable system, not a lottery ticket.
Ask About the 'Second Act'
Even the best distribution channels can become saturated or more expensive over time. A forward-thinking founder isn't just focused on what's working now; they have a hypothesis for what comes next. This doesn't mean they need a detailed five-year plan, but they should be able to discuss how their current success can be leveraged into new channels. For example, can a strong community be a launchpad for a referral program? Can the data from their initial user base unlock partnerships? This line of questioning reveals whether the founder sees distribution as a one-time trick or a core, evolving part of the business. A plan to scale involves thinking about expanding into new geographies, products, or markets.
