Knowledge Base
Real experiments, frameworks, and lessons from SaaS growth work — organized so you can start with the right topic, understand the system, and go deeper when something matters.
Explore topics
Organic visibility without relying only on paid ads.
TopicNarratives, messaging, and differentiation that make products easier to understand.
TopicStructured tests, hypotheses, outcomes, and honest notes from growth work.
TopicHow users think, decide, adopt, ignore, and return to SaaS products.
TopicReviews, use cases, and notes on tools that help real workflows.
Featured note
Content-led SEO for SaaS is not about publishing random blog posts. It is about mapping content to buyer intent, building topical authority, and creating a clear path from organic traffic to qualified leads.
Read the guide →Reading path
Choose the SaaS growth area you are trying to understand instead of scrolling randomly.
Look for the assumptions, metrics, constraints, and decisions behind every note.
Do not copy tactics blindly. Use the ideas as inputs for your own tests and context.
All notes
A SaaS growth experiment framework is the difference between random tactics and a repeatable growth engine. In this article, I show you the exact method I use in my growth work to design, run, and learn from growth experiments , including one test that moved our activation rate by 22%.
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Building without validation is financial suicide. Discover the exact SaaS customer discovery frameworks and questions I use to isolate urgent pain points, validate willingness to pay, and build software that scales sustainable MRR.
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Learn how to validate your SaaS idea before writing code. Use this 5-step framework, real-world examples, and actionable tips to find product-market fit.
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SaaS unit economics shows whether your growth is actually healthy. This guide explains CAC, LTV, gross margin, churn, LTV:CAC, and CAC payback in plain language so you can stop funding weak acquisition and make better growth decisions.
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Most founders track too much data and gain too little insight. In this guide, I cut the vanity metrics and share the Learn-Test-Improve framework to reveal the acquisition, activation, and retention levers that truly scale a SaaS business.
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Confused by SaaS revenue? Learn strictly when to prioritize Annual Recurring Revenue vs. Monthly Recurring Revenue to drive valuation, manage cash flow, and maximize exit multiples.
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Learn what makes the SaaS business model different: recurring revenue, retention, unit economics, pricing models, and metrics that actually matter.
Read note →Learning in public
