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SaaS Growth Marketing library

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LessonFind the constraint in the growth modelChoose the customer transition that limits retained value before building an experiment backlog. Complete the exercise, produce a working artifact and review it against a practical rubric.
HubSaaS Growth MarketingHow SaaS growth actually works: the growth model, loops, activation, PLG mechanics and experiment velocity, with benchmarks and calculators for each lever.
LessonDesign a test that can answer the questionDefine assignment, outcome, sample requirements and guardrails before changing the customer experience. Complete the exercise, produce a working artifact and review it against a practical rubric.
GuideHow to Build a SaaS Growth ModelBuild the equation that drives your SaaS: inputs, conversion rates, retention and loop multipliers, plus a worked model for a $4M ARR product you can copy.
LessonDecide from the evidence and preserve the learningInterpret the result against the original question, then choose a bounded next action. Complete the exercise, produce a working artifact and review it against a practical rubric.
GuideGrowth Loops for SaaSWhat a growth loop is, the four loop types that work in SaaS, how to compute loop output and cycle time, and why funnels stop compounding after Series A.
GuideSaaS Growth Strategies That Actually CompoundFourteen SaaS growth strategies scored by ACV band, stage and time to payback, so you can pick three and drop the rest instead of running all of them badly.
GuideB2B SaaS GrowthThe six levers that change a B2B SaaS growth rate, how to diagnose which one is binding, and what top quartile numbers look like at each stage of the model.
GuideProduct Led Growth for SaaSHow PLG actually works: signup friction, time to value, activation, PQLs and self serve monetisation, plus the ACV and product tests that say when to skip it.
GuideGrowth Marketing for SaaSWhat growth marketing owns in a SaaS org, how it differs from demand gen and product marketing, and the first three hires that make the function produce.
GuideGrowth Hacking for SaaSAn honest audit of growth hacking for SaaS: the tactics that still compound, the ones killed by deliverability and privacy rules, and what replaced them.
GuideSaaS User OnboardingHow to design a first session that reaches value: the setup audit, the three onboarding patterns, empty states, checklists and the emails that carry it.
GuideFinding Your Product's Aha MomentA repeatable method for finding the action that predicts retention, using cohort analysis and regression, plus why most stated aha moments are wrong.
GuideBuilding a PQL Scoring ModelBuild a product qualified lead model that sales will actually work: event selection, weighting, account rollup, thresholds and the routing SLA behind it.
GuideHow to Design a SaaS Free TrialTrial length, credit card or not, feature gating versus usage gating, and trial extensions, decided with conversion data rather than what a competitor does.
GuideProduct Led SalesHow to layer sales onto a self serve product: PQA signals, timing the first touch, territory and comp design, and the point where PLG alone stops working.
GuideBuilding a Growth Experimentation ProgramSet up an experimentation program that ships weekly: idea intake, prioritisation, the review meeting, decision rules and the documentation that stops repeats.
PlaybookB2B SaaS Growth Strategy by StageWhat to run at each stage: pre PMF, seed, Series A, Series B and beyond, with target metrics, team shape and the tactics you should deliberately not run yet.
PlaybookImproving Trial to Paid ConversionFourteen changes that move trial to paid conversion, sequenced by effort and impact, with expected lift ranges and the measurement traps behind each one.
CourseSaaS Growth Experimentation CourseA three lesson course on running experiments that survive scrutiny: find the constraint, design a readable test, and decide what to scale, with worked examples.
CalculatorA/B test sample size calculatorPlan an approximate sample for a two-sided conversion-rate test at 5% significance and 80% power with equal allocation. See the formula, change the inputs and save your results.
CalculatorA/B test significance calculatorCompare two observed conversion rates with a two-proportion normal approximation and an explicit fixed-horizon interpretation. See the formula, change the inputs and save your results.
GuideA/B testing for low-traffic SaaS productsLow traffic limits the size of effects a conventional experiment can estimate in a useful time. Choose questions and methods that fit the available evidence. Follow a practical process with a worked situation, tradeoffs and a useful next step.
DefinitionActivation rateUnderstand activation rate in SaaS marketing: a plain-language definition, a worked example, common mistakes and practical next steps.
ComparisonAppcues vs Userpilot: test the onboarding workflowCompare appcues and userpilot for SaaS: where each fits, the tradeoffs to test and a practical decision process.
ListBuild a product-led growth tool stackChoose tools that support observable product value and reliable customer transitions. Compare practical options, review the tradeoffs and choose a relevant next step.
GuideDesign a freemium offer that has a purposeA free tier needs a useful customer job, sustainable serving cost and a credible relationship to paid value or distribution. It is a product and economic decision. Follow a practical process with a worked situation, tradeoffs and a useful next step.
PlaybookDesign a SaaS referral loop around real valueA referral program should give a satisfied customer a relevant reason to introduce the product, with clear terms and economics that survive abuse and support costs. Follow a practical process with a worked situation, tradeoffs and a useful next step.
ListEvaluate SaaS experimentation toolsAn experimentation tool must support the unit of assignment, outcome timing and operating controls your product needs. Compare practical options, review the tradeoffs and choose a relevant next step.
ResearchFree trial conversion benchmarks: compare trial modelsTrial conversion varies with eligibility, credit-card requirements, assistance and the time allowed to buy. Review definitions, sampling choices and common comparison errors.
CalculatorFree trial conversion calculatorSignup to activation to paid, with the revenue impact of moving each step by a point. See the formula, change the inputs and save your results.
TemplateGrowth experiment brief templateSpecify the hypothesis, assignment, outcome and decision rule before a growth experiment starts. Use the editable worksheet, example and review steps to turn it into a working document.
ResearchGrowth experiment velocity: measure learning capacityExperiment velocity is the rate at which a team completes interpretable tests, not simply the number of variants it launches. Review definitions, sampling choices and common comparison errors.
DefinitionGrowth loopUnderstand growth loop in SaaS marketing: a plain-language definition, a worked example, common mistakes and practical next steps.
ComparisonICE vs RICE for growth prioritizationCompare ice scoring and rice scoring for SaaS: where each fits, the tradeoffs to test and a practical decision process.
DefinitionNorth star metricUnderstand north star metric in SaaS marketing: a plain-language definition, a worked example, common mistakes and practical next steps.
ExampleProduct-led growth examples: three mechanismsA product-led example needs a clear path from useful product behavior to continued or expanded adoption. Review the situation, the decisions and the limits before applying the pattern.
ListProduct-led growth metrics and what they meanUse a small connected set of metrics to understand first value, continued use and commercial outcomes. Compare practical options, review the tradeoffs and choose a relevant next step.
ChecklistProduct-led growth readiness checklistAssess whether customers can discover value and move toward purchase with an economically workable level of assistance. Work through 10 checks, record evidence and owners, and save an editable copy.
CalculatorReferral program ROI calculatorWhether your referral incentives cost less than the acquisition channel they replace. See the formula, change the inputs and save your results.
DefinitionReverse trialUnderstand reverse trial in SaaS marketing: a plain-language definition, a worked example, common mistakes and practical next steps.
PlaybookRun a focused SaaS activation sprintUse a short, bounded project to remove the most important obstacle between a suitable signup and first value. Follow a practical process with a worked situation, tradeoffs and a useful next step.
ResearchSaaS activation benchmarks: define first valueActivation comparisons require a meaningful event, an eligible cohort and a shared completion window. Review definitions, sampling choices and common comparison errors.
ListSaaS growth loop patterns with worked scenariosA growth loop requires an output that becomes an input to another cycle. Identify that mechanism before assigning the label. Compare practical options, review the tradeoffs and choose a relevant next step.
TemplateSaaS growth model worksheetConnect acquisition, activation, retention and expansion assumptions to recurring revenue changes. Use the editable worksheet, example and review steps to turn it into a working document.
ChecklistSaaS onboarding audit checklistFind the steps that prevent a suitable new account from reaching a useful result. Work through 10 checks, record evidence and owners, and save an editable copy.
ExampleSaaS onboarding examples: diagnose the blocked taskAn onboarding review should follow a suitable customer from signup to a meaningful result and identify where the work becomes unclear or impossible. Review the situation, the decisions and the limits before applying the pattern.
PlaybookScale SaaS growth after repeatable customer valueScale a growth system after verifying that suitable customers repeatedly activate, remain and support acquisition economics. Expansion should preserve the mechanism that already works. Follow a practical process with a worked situation, tradeoffs and a useful next step.
DefinitionTime to valueUnderstand time to value in SaaS marketing: a plain-language definition, a worked example, common mistakes and practical next steps.
CalculatorViral coefficient calculatorYour k factor, the cycle time behind it, and what the loop is actually contributing to growth. See the formula, change the inputs and save your results.
CalculatorWebsite conversion rate calculatorWhat a point of conversion rate on your key pages is worth in annual revenue. See the formula, change the inputs and save your results.
GuideWhy product-led growth fails in SaaSProduct-led growth fails when the customer cannot reach value, the acquisition population is wrong or the economics cannot support the chosen experience. Follow a practical process with a worked situation, tradeoffs and a useful next step.
GuideWhen a growth dashboard mixes users and accountsNumerators and denominators describe different objects without an explicit relationship. Diagnose the cause, choose a bounded correction and verify metrics with matched numerator and denominator units.
GuideWhen a growth model double-counts referralsReferred customers appear both in the referral loop and in the ordinary acquisition total. Diagnose the cause, choose a bounded correction and verify unique acquired customers reconciled across modeled channels.
GuideWhen an A/B test stops at the first positive resultThe team repeatedly checks significance and ends the test when it looks favorable. Diagnose the cause, choose a bounded correction and verify decisions following the stated analysis and stopping method.
GuideWhen experiment groups have unexpected sizesObserved assignment proportions differ materially from the planned allocation. Diagnose the cause, choose a bounded correction and verify assignment integrity under the prespecified experiment design.
GuideWhen fewer onboarding steps produce weaker activationSignup completion improves while meaningful product use falls. Diagnose the cause, choose a bounded correction and verify first-value completion beside signup completion.
GuideWhen retention reporting drops failed onboardingThe retained population begins only after unsuccessful customers have been removed. Diagnose the cause, choose a bounded correction and verify retention definitions with visible cohort entry and exclusions.
GuideWhen the activation event is too easy to completeMost users count as activated even though few reach meaningful value. Diagnose the cause, choose a bounded correction and verify activation tied to a completed customer task.
GuideWhen the experiment backlog ignores the main constraintThe team tests convenient interface changes while the largest adoption obstacle remains untouched. Diagnose the cause, choose a bounded correction and verify experiments addressing a defined constraint.

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