Grow & market

Growth fundamentals & metrics

Measure what matters, grow what compounds.

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What growth metrics should I actually track as an early-stage startup? Track one North Star metric that captures real customer value (weekly active users, orders shipped, revenue retained) plus the inputs that move it.... Beginner 3 resources → How do I know if I have product-market fit before I try to grow? Run the Sean Ellis survey: if 40% or more of users would be 'very disappointed' without your product, you likely have fit worth scaling. Below that... Beginner 2 resources → What is a growth loop and why is it better than a funnel? A funnel pushes users in one direction and dies at the bottom; a growth loop is a self-reinforcing system where the output of one user (content, re... Intermediate 2 resources → What are the 'four fits' I need before growth compounds? Brian Balfour's model: market-product, product-channel, channel-model, and model-market fit all have to line up. Growth feels effortless when they ... Advanced 2 resources → How should I set up a simple growth model or dashboard? Model growth as an equation: new + resurrected users minus churned, broken down by your two or three real acquisition channels. Build it in a sprea... Intermediate 3 resources → Why did my marketing channel stop working after a few months? This is Andrew Chen's Law of Shitty Clickthroughs: every channel decays as novelty fades and competitors pile in. Nothing's broken with you; the ch... Intermediate 2 resources → How do I calculate my North Star metric when I have both free and paid users? Pick the one number that best proxies for delivered value, not revenue and not signups. For a mixed model it is usually an engagement or usage even... Intermediate 3 resources → What is a good retention curve and how do I know if mine is flattening? Plot the percent of a cohort still active by week or month since signup, not cumulative churn. A healthy curve drops fast at first then flattens in... Intermediate 3 resources → How do I set up basic product analytics as a solo technical founder without drowning in dashboards? Instrument exactly one activation event, one core value event, and retention, then stop. Most founders install five tools and track fifty events, t... Beginner 3 resources → How do I measure activation, and where should the activation moment actually sit in my onboarding? Activation is the point where a new user first experiences the core value, and you find it by comparing what retained users did in their first sess... Intermediate 3 resources → What does a healthy LTV to CAC ratio look like for an early bootstrapped Indian SaaS startup, and when is it too early to even care? The often-quoted 3:1 LTV to CAC target is for companies with a stable retention curve and months of clean payback data, so before you have that it ... Advanced 3 resources → How do I tell whether my growth is real or just a spike from a launch or a discount? Separate one-time bumps from underlying growth by watching your retained-cohort base and your organic (non-paid, non-promo) new users over several ... Intermediate 3 resources → Should I optimize my conversion funnel or my retention first when both look weak? Retention almost always comes first, because a better funnel just pushes more people into a bucket that is leaking. If people who reach your core v... Advanced 3 resources → How do I define and track weekly active users in a way that is honest for a low-frequency product? WAU only makes sense if your product is genuinely meant to be used weekly, so for something people naturally touch monthly or per project, forcing ... Intermediate 3 resources → What early growth mistakes should a first-time non-technical founder avoid when reading their metrics? The three that catch most people: celebrating cumulative totals (signups only ever go up, so they tell you nothing), averaging across cohorts so a ... Beginner 3 resources → How do I run a growth experiment properly when my user numbers are too small for statistical significance? At low volume, classic A/B significance is out of reach, so lean on bigger, obvious bets and qualitative signal rather than pretending a 2 percent ... Advanced 3 resources → How should I think about growth metrics differently for a WhatsApp-first or offline-heavy Indian consumer product? Much of your funnel and retention happens where your analytics cannot see it (a WhatsApp group, a phone order, a shop counter), so build in lightwe... Intermediate 3 resources → When is it worth hiring a growth person or setting up a real growth process, versus keeping it founder-led? Keep growth founder-led until you have a retaining product and at least one channel that clearly works, because a growth hire cannot manufacture pr... Advanced 3 resources →

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