Last reviewed
Learn Growth Marketing: From Zero to Expert
Growth marketing is the work of finding, testing and scaling the ways a product wins and keeps customers. This learning path takes you from zero to job-ready in four stages, with videos, courses, guides and tools, and a project at every stage.
- 214resources
- 4stages
- 7 to 10 monthsto job-ready
What is growth marketing?
Growth marketing is a way of working. A growth marketer looks at the whole customer journey, from the first visit to the loyal customer, finds the step that holds growth back, runs a small test to improve it and keeps what works. Search, email, paid media, onboarding, pricing and referrals can all be part of it.
It differs from traditional marketing in two ways. It covers the full funnel, not just awareness. And it relies on experiments and data, so decisions come from evidence rather than opinion. It overlaps with product, analytics and engineering, which is why growth teams are usually mixed teams.
- 1MeasureTrack the journey with clean events so every step has a number.
- 2Find the gapUse funnels and cohorts to see where people drop away or never return.
- 3HypothesiseWrite what you expect to change, why, and which metric will move.
- 4TestRun a small, fair experiment with a clear decision rule.
- 5Learn and scaleKeep what worked, log what did not, and feed the lesson into the next test.
What does a growth marketer do?
- 1Map and measure the funnelDefine each step from first visit to repeat purchase and make sure every step is tracked.
- 2Analyse funnels and cohortsFind where users drop off and which groups stay, using product analytics and GA4.
- 3Run experimentsWrite hypotheses, size tests, launch them and read the results fairly.
- 4Improve activation and onboardingHelp new users reach the first moment of value faster.
- 5Build lifecycle and retention programmesSet up emails and messages that welcome, nudge and win back customers.
- 6Test channels and reportTry new acquisition channels in small bets and report what is worth scaling.
How to learn growth marketing: a step-by-step roadmap
Work through the stages in order. Each stage mixes formats so you can learn the way that suits you, then proves the skill with a checklist and a project. The hours are a rough guide for someone starting from zero. Use the filter to show only videos, only courses or only free resources.
0 to 20About 35 to 45 hours
Stage 1: Growth marketing basics
Understand what growth marketing is, who it is for, which numbers matter, and how to read basic analytics, so every later stage has a place to fit.
What growth marketing is and how it works
Start with the big idea: growth marketing treats the whole customer journey as something to test and improve, not just the first click.
- Growth marketing
- AARRR funnel
- Acquisition
- Activation
- Retention
- Revenue
- Referral
- Flywheel
- VideoFree
Sean Ellis on where growth hacking began and how it maturedLenny's Podcast, Long but useful: the origin of the growth mindset from the person who named it. - VideoFree
Gustaf Alströmer on growth for startupsY Combinator, A practical tour of getting and keeping users. - VideoFree
The basics of growth, part one: user acquisitiona16z, An older talk, but the acquisition ideas still hold. - VideoFree
How to build a marketing funnel that worksHubSpot, A short, clear walk through funnel stages. - VideoFree
How one marketer would learn digital marketing from scratchAhrefs, A good map of the wider field before you specialise. - VideoFree
Digital marketing for beginners: a 2026 overviewSemrush, Plain summary of the main channels. - CourseFree
Growth Guide: introduction and first lessonsDemand Curve, A free written course on growth for startups. - CourseFree
Inbound marketing course and certificationHubSpot Academy, Free course on attracting and keeping customers. - CourseFree
Free marketing courses and certificatesSemrush Academy, Pick the digital marketing fundamentals course. - PeopleFree
Sean Ellis: author and growth advisorSean Ellis, Follow the person who coined growth hacking. - CoursePaid
Digital Marketing and E-commerce CertificateGoogle Career Certificates, Paid on Coursera, with financial aid available. Optional but employer-recognised. - GuideFree
AARRR pirate metrics framework explainedAmplitude, Clear walk through the five stages with examples.
No resources in this format for this topic.
Know your customer and find fit
Growth only works when people want the product. Learn who the customer is, what job they hire it for and how to tell if you have fit.
- Ideal customer profile
- Jobs to be done
- Product-market fit
- Customer interviews
- Positioning
- Sean Ellis survey
- VideoFree
David Rusenko on how to find product-market fitY Combinator, A founder view of signals that fit has arrived. - VideoFree
Todd Jackson on a framework for finding product-market fitLenny's Podcast, Clear stages from idea to fit. - VideoFree
Bob Moesta on jobs to be doneLenny's Podcast, Why customers really buy, in the framework's own words. - VideoFree
Rahul Vohra on how Superhuman measured product-market fitLenny's Podcast, The survey method turned into a repeatable system. - VideoFree
Audience research with SparkToroSparkToro, A short tour of finding where your audience pays attention. - VideoFree
The psychology of the informal market, lessons from 400,000 entrepreneursTechCabal, African customer insight, useful for any Nigerian market work. - VideoFree
April Dunford on how to nail product positioningLenny's Podcast, Positioning decides what every channel says. - ToolFree
Product/market fit surveySean Ellis and GoPractice, Run the 'very disappointed' survey on real users. - GuideFree
Essay on why product-market fit comes firstPmarchive, A classic short read on market first, product second. - BookPaid
The Mom Test: how to talk to customersRob Fitzpatrick, Short book on asking questions people can answer truthfully. - SKILL.mdFree
Ideal customer profile and personas skillSkill.md, Use it to turn research into a one-page profile. - SKILL.mdFree
Customer research and jobs-to-be-done interviews skillSkill.md, A checklist for running your first interviews.
No resources in this format for this topic.
Growth metrics and unit economics
Learn the few numbers every growth team tracks and how they connect: conversion, CAC, retention, lifetime value and payback.
- Conversion rate
- CAC
- LTV
- Payback period
- Churn
- ARPU
- Leading and lagging metrics
- Cohort
- VideoFree
Consumer startup metricsY Combinator, Short talk on the numbers consumer products live by. - VideoFree
B2B startup metricsY Combinator, Same idea for business products. - VideoFree
Data-driven growth for SaaS leaders, session oneBaremetrics, Following the data from signup to revenue. - VideoFree
Ten conversion metrics to track for growthContentsquare, Quick tour of useful website and funnel metrics. - VideoFree
Making sure your CAC does not kill youSaaStr, Older SaaS talk on acquisition cost, still sound. - BookPaid
Lean Analytics: use data to build a better startupAlistair Croll and Benjamin Yoskovitz, Book site with free sample content on picking the metric that matters. - GuideFree
Why consumer product metrics misleadAndrew Chen, Read it to learn which numbers can fool you. - ToolFree plan
Google SheetsGoogle, Build your first CAC, LTV and funnel model by hand.
No resources in this format for this topic.
Web analytics basics with GA4
Learn how to collect and read behaviour data in Google Analytics 4, the free tool almost every growth role expects you to know.
- Event
- Parameter
- Key event
- Session
- Source and medium
- Data stream
- UTM parameters
- Acquisition report
- VideoFree
How to structure a Google Analytics account, property and data streamGoogle Analytics, Start here so your setup is clean. - VideoFree
Set up website data collection in Google AnalyticsGoogle Analytics, Walks through adding the tag. - VideoFree
Tour of the Google Analytics interfaceGoogle Analytics, Know where reports live. - VideoFree
Answering business questions with standard reportsGoogle Analytics, Turns reports into questions you can answer. - VideoFree
Key events and conversions in Google AnalyticsGoogle Analytics, How to mark the actions that matter. - VideoFree
Measure user activity with recommended eventsGoogle Analytics, Use Google's standard event names. - VideoFree
Find where users come from with acquisition reportsGoogle Analytics, Read source and medium properly. - VideoFree
The 80/20 of analytics for early-stage startupsPostHog, A short, practical view of what to measure first. - CourseGFreeGoogle Analytics certification and learning pathsGoogle Skillshop, Free official training with a certificate.
- DocsFree
About events in Google Analytics 4Google Analytics Help, The official explanation of the event model. - DocsFree
Recommended events referenceGoogle Analytics Help, Standard names and parameters to copy. - DocsFree
How Google Analytics worksGoogle Analytics Help, The official overview of data collection and reports.
No resources in this format for this topic.
Check yourself: you are ready for the next stage when you can
Project
Map and measure a small funnel
Pick a real site or app you control, such as a blog, a portfolio, a small shop or a free landing page. Write down its funnel from first visit to the one action that matters. Install GA4, mark that action as a key event and collect two weeks of data. Build a spreadsheet with each step, its count and its conversion rate.
- Deliver
- A one-page funnel map with two weeks of real numbers, the biggest drop-off circled, and a short note on what you would test first.
- Done when
- You can explain each step conversion rate in plain words, show where the data comes from in GA4, and say why you chose the first thing to test.
20 to 50About 60 to 80 hours
Stage 2: Growth marketing core skills
Learn the working methods of a growth marketer: experiments, tracking, funnel and cohort analysis, acquisition channels, activation and retention.
Experimentation: hypotheses, priorities and statistics
Learn how to turn an idea into a test you can trust: a clear hypothesis, a sensible sample size and a fair reading of the result.
- Hypothesis
- Control and variant
- Statistical significance
- Sample size
- Minimum detectable effect
- ICE score
- Guardrail metric
- False positive
- VideoFree
Ronny Kohavi on the ultimate guide to A/B testingLenny's Podcast, The best single talk on trustworthy experiments. - VideoFree
Dan Gray on his growth experimentation processGrowthMentor, A short, usable process from a working growth lead. - VideoFree
Two frameworks to improve the hypotheses of your testsVWO, Better hypotheses, better learning. - VideoFree
Understanding minimum detectable effectVWO, Short explainer you need before sizing a test. - VideoFree
What to do with an inconclusive A/B testOptimizely, Most tests are flat. Learn what to do next. - VideoFree
Impact sizing for experiments in a spreadsheetCustomer.io, Estimate payoff before you spend build time. - GuideFree
A/B testing explainedOptimizely, Plain definition with the key terms. - GuideFree
How not to run an A/B testEvan Miller, The classic warning against peeking at results. - CourseFree
Significance tests: Khan Academy statisticsKhan Academy, Free statistics background if the maths feels thin. - SKILL.mdFree
Experiment design for growth skillSkill.md, Template for hypothesis, metric, sample and decision rule. - CourseFree
Introduction to A/B testingUdacity, with Google, Free course on designing and analysing a test. - BookPaid
Trustworthy Online Controlled ExperimentsRon Kohavi, Diane Tang and Ya Xu, The reference book on running reliable experiments.
No resources in this format for this topic.
Tracking plans, funnel and cohort analysis
Set up clean data first, then learn to read funnels and cohorts to find where users drop away.
- Tracking plan
- Event taxonomy
- Funnel
- Cohort
- Retention curve
- Segment
- Tag manager
- Data layer
- VideoFree
Crystal Widjaja on a better way to analyse activation funnelsReforge, A thoughtful walk through funnel analysis. - VideoFree
Crystal Widjaja on measuring and driving growthLenny's Podcast, How a growth lead frames metrics. - VideoFree
Conversion funnels: build, analyse and improvePostHog, A short tutorial on building a funnel in a free tool. - VideoFree
Complete guide to event trackingPostHog, How events and properties work in practice. - VideoFree
Set up GA4 with Google Tag ManagerGoogle Analytics, Add tags without developer help. - VideoFree
Visualise user journeys in ExploreGoogle Analytics, Funnel and path reports in GA4. - CourseFree
Amplitude AcademyAmplitude, Free courses on product analytics. - DocsFree
Events and properties in MixpanelMixpanel Docs, Clear guidance on naming events. - DocsFree
Create a tracking planSegment by Twilio, How a tracking plan is structured and enforced. - SKILL.mdFree
Tracking plan and event taxonomy skillSkill.md, Use it to draft your plan. - SKILL.mdFree
Funnel analysis skillSkill.md, A guide to reading drop-off. - CourseFree
SQL tutorial with practice exercisesSQLBolt, Short interactive lessons so you can query event data yourself.
No resources in this format for this topic.
Acquisition channels: search, content, paid and partners
Get to know the main ways to bring people in, how each is tested, and how to choose which to try next.
- Channel fit
- SEO
- Content marketing
- Paid acquisition
- Partnerships
- Time-boxed test
- Cost cap
- Bullseye framework
- VideoFree
How to get traffic to a brand new websiteAhrefs, A current, low-budget look at search and content for a new site. - VideoFree
Ethan Smith on the ultimate guide to SEOLenny's Podcast, Search as a growth channel, from a practitioner. - VideoFree
Eli Schwartz on SEO advice for startupsY Combinator, Product-led SEO in a short talk. - VideoFree
Jonathan Becker on mastering paid growthLenny's Podcast, How a paid agency lead thinks about testing. - VideoFree
Timothy Davis on the ultimate guide to paid growthLenny's Podcast, A deeper look at paid channels from inside Shopify. - VideoFree
Adam Grenier on when to invest in new acquisition channelsLenny's Podcast, Helps you decide when to stay put and when to branch out. - VideoFree
Emily Kramer on building a powerful marketing machineLenny's Podcast, A practical view of a small, effective marketing team. - DocsFree
SEO starter guideGoogle Search Central, The official basics of search. - CourseFree
Content marketing course and certificationHubSpot Academy, Free structured course on content. - CourseFree
Ahrefs AcademyAhrefs, Free courses on SEO and content. - SKILL.mdFree
Acquisition channel testing skillSkill.md, Test cards and scoring for channels. - SKILL.mdFree
Partner marketing and co-marketing skillSkill.md, Use it to plan partnership tests.
No resources in this format for this topic.
Activation and onboarding
Most signups never reach the moment the product proves its value. Learn to find that moment and bring more people to it.
- Activation
- Aha moment
- Time to value
- Onboarding flow
- Progressive disclosure
- Drop-off
- Empty state
- VideoFree
Lauryn Isford on mastering onboardingLenny's Podcast, Lessons from a head of growth. - VideoFree
Onboarding workshop: diagnose and fix drop-offCustomer.io, A hands-on session on onboarding messages. - VideoFree
Six user onboarding best practicesAppcues, A short list of patterns that work. - VideoFree
The ultimate guide to SaaS user activationUserpilot, Defines activation and how to measure it. - VideoFree
Brian Balfour and Laura Schaffer on product activationReforge, Advanced view of activation as a growth lever. - VideoFree
Why the Kuda customer onboarding has been a successTechCabal, A Nigerian example of onboarding that cut friction. - GuideFree
What is a good activation rateLenny's Newsletter, Benchmarks and how to think about them. - SKILL.mdFree
Onboarding and activation sequences skillSkill.md, Design your first onboarding emails. - SKILL.mdFree
In-product onboarding skillSkill.md, Design in-app steps. - SKILL.mdFree
Sign-up flow and onboarding conversion skillSkill.md, Fix the first form.
No resources in this format for this topic.
Retention, churn and lifecycle thinking
Keeping users is cheaper than finding new ones. Learn how to measure retention, find why users leave and bring them back.
- Retention curve
- Churn
- Net revenue retention
- Resurrection
- Habit loop
- Lifecycle stage
- Reactivation
- VideoFree
Duolingo streaks: how a retention feature was builtLenny's Podcast, A famous retention mechanic from the inside. - VideoFree
How to keep your usersY Combinator, A Startup School talk on retention basics. - VideoFree
Albert Cheng on finding hidden growth opportunities in your productLenny's Podcast, Where to look for retention wins. - VideoFree
Retention recipes: how Musora cut subscriber churnCustomer.io, A real case with numbers. - VideoFree
How to see churn coming before it hurts revenueBaremetrics, Early warning signals in subscription data. - VideoFree
Patrick Campbell on a SaaS retention strategyPaddle, Older but still useful retention reasoning. - VideoFree
Churn is dead, long live net dollar retentionSaaStr, Why revenue retention can beat logo retention. - GuideFree
What is good retentionLenny's Newsletter, Benchmark ranges by product type. - GuideFree
Why more retention drives more viral growthAndrew Chen, Links retention to growth. - SKILL.mdFree
Retention and churn prevention skillSkill.md, A working plan for keeping users. - SKILL.mdFree
Cohort retention analysis skillSkill.md, How to build and read cohort tables. - BookPaid
Hooked: how to build habit-forming productsNir Eyal, A popular model for repeat use, to read with a critical eye.
No resources in this format for this topic.
Check yourself: you are ready for the next stage when you can
Project
Write a tracking plan and a growth diagnosis
Use your own product or site, or the free PostHog demo project. Write a tracking plan for the key journey. Build a funnel and a weekly retention cohort. Read them, find the weakest step and write ten hypotheses, each with a metric, a reason and an ICE score.
- Deliver
- A tracking plan spreadsheet, funnel and cohort screenshots, and a two-page diagnosis with ten scored hypotheses and the top three marked for testing.
- Done when
- Another person could read your diagnosis, understand why the top three tests were chosen, and set up the tracking from your plan without asking questions.
50 to 80About 80 to 100 hours
Stage 3: Growth marketing practice
Run real work: audit a funnel, launch tests, build lifecycle flows, try a paid or referral bet, and report results so a team can decide what to do next.
Conversion audits and landing pages
Look at a real page the way a visitor does, gather evidence of what stops them, and turn it into a ranked list of fixes.
- Conversion rate optimisation
- Heatmap
- Session recording
- Value proposition
- Friction
- Call to action
- Cart abandonment
- Landing page
- VideoFree
How to improve landing page conversion rateUnbounce, Practical simplification of a landing page. - VideoFree
How to perform a CRO audit on your site in five stepsContentsquare, A clear audit method you can follow. - VideoFree
Conversion rate optimisation tutorial: five stepsHubSpot, A short method from research to test. - VideoFree
Master landing page A/B testing for higher conversionsUnbounce, A longer session on testing landing pages. - VideoFree
How to learn conversion rate optimisation for your marketing strategySemrush, A short roadmap for learning CRO. - GuideFree
Conversion rate optimisation explainedOptimizely, Short definition and process. - GuideFree
Cart abandonment rate statistics from researchBaymard Institute, Large-scale checkout research to ground your audit. - ToolFree
Microsoft Clarity heatmaps and session recordingsMicrosoft, Free tool to watch real visitor behaviour. - SKILL.mdFree
Landing page and homepage optimisation skillSkill.md, A checklist for page fixes. - SKILL.mdFree
CRO audit skillSkill.md, Template for the audit write-up. - SKILL.mdFree
Conversion research methods skillSkill.md, Which research to run for which question. - GuideFree
UX case studies that improved product growthGrowth.design, Visual case studies of real products.
No resources in this format for this topic.
Planning and running A/B tests
Turn your ranked ideas into a backlog, size a test, launch it in a real tool and avoid the usual mistakes.
- Experiment backlog
- Power calculation
- Feature flag
- Randomisation
- Sample ratio mismatch
- Run time
- Decision rule
- VideoFree
How to build an A/B testLaunchDarkly, A first test, step by step. - VideoFree
How to run A/B tests in WebflowPostHog, A hands-on tutorial for a no-code site. - VideoFree
How to do A/B testing: fifteen stepsHubSpot, A friendly full walk-through. - DocsFree
Experiments documentationPostHog Docs, Set up a test in a free tool. - DocsFree
GrowthBook statistics overviewGrowthBook Docs, How an open-source tool reads results. - ToolFree plan
GrowthBook experimentation and feature flagsGrowthBook, Open-source option with a free tier. - ToolFree
A/B test sample size calculatorEvan Miller, Size every test before you start. - ToolFree
A/B test significance and power calculatorABTestGuide, Check results after the test ends. - SKILL.mdFree
Growth experiment backlog and cadence skillSkill.md, Backlog template and weekly rhythm. - SKILL.mdFree
CRO test planning and prioritisation skillSkill.md, Scoring and sequencing tests.
No resources in this format for this topic.
Lifecycle email and automation
Build the emails that welcome, activate and retain customers, and learn how to test them without a large audience.
- Welcome series
- Trigger
- Segment
- Holdout group
- Deliverability
- Open and click rate
- Flow
- VideoFree
How to build a welcome series flow in KlaviyoKlaviyo, A clean example of a first automated flow. - VideoFree
How to build an email marketing flow in KlaviyoKlaviyo, Triggers, delays and filters in practice. - VideoFree
Build a 30 day engaged segment in KlaviyoKlaviyo, Segmenting by recent activity. - VideoFree
Five easy steps for starting an email marketing campaignSemrush, Beginner-friendly first campaign. - DocsFree
Klaviyo Help CenterKlaviyo, Official setup guides. - DocsFree
Customer.io documentationCustomer.io, Reference for event-triggered messaging. - CourseFree
Learn with Customer.ioCustomer.io, Guides and workshops on lifecycle messaging. - CourseFree
Email marketing certification courseHubSpot Academy, Free structured email course. - SKILL.mdFree
Lifecycle email copy and design skillSkill.md, Write the flow emails. - SKILL.mdFree
Lifecycle segmentation and engagement tiers skillSkill.md, Decide who gets what. - SKILL.mdFree
Lifecycle experimentation and holdout testing skillSkill.md, Test flows fairly.
No resources in this format for this topic.
Paid tests, referrals and first customers
Try small, capped bets in paid media and referral, and learn how early-stage teams find their first customers.
- Spend cap
- Creative test
- Conversion tracking
- Viral coefficient
- Word of mouth
- Referral incentive
- First customers
- VideoFree
Experiments to test the uplift of Performance Max campaignsGoogle Ads, How Google lets you test paid campaigns properly. - VideoFree
How to track performance marketingPostHog, Set up tracking for paid traffic. - VideoFree
Thomas Petit on paying Meta to find users who never convertPaddle, A caution about optimising for the wrong event. - VideoFree
Mastering word-of-mouth measurementReforge, How to measure referral and sharing. - VideoFree
Nikita Bier's playbook for consistently going viralLenny's Podcast, A product-led view of virality. - VideoFree
How to get your first 10 customersY Combinator, Simple, hands-on tactics for the earliest stage. - VideoFree
How to get your first customersY Combinator, A longer Startup School talk on early traction. - BookPaid
Contagious: why things catch onJonah Berger, Research-based book on why people share. - SKILL.mdFree
Referral programmes skillSkill.md, Design and test a referral offer. - SKILL.mdFree
Ad creative strategy and testing skillSkill.md, Plan creative tests. - SKILL.mdFree
Conversion tracking, consent mode and Conversions API skillSkill.md, Get tracking right before spending. - GuideFree
Real marketing examples to learn fromMarketing Examples, Short, concrete examples of tactics that worked.
No resources in this format for this topic.
Growth audits, reporting and experiment readouts
Close the loop: review the whole funnel, build a simple report and write readouts that lead to a clear decision.
- Growth audit
- Readout
- Dashboard
- Weekly growth review
- Learning log
- Attribution window
- VideoFree
Reports in Google AnalyticsGoogle Analytics, Learn to find your numbers fast. - VideoFree
How to track content campaigns for freeSemrush, UTM tagging and basic reporting. - VideoFree
Using GA4 and BigQuery to upgrade your experimentationAB Tasty, How to read test results with your analytics data. - VideoFree
Turning tests into insight: how Eurostar rebuilt its experimentationLaunchDarkly, A real team's reporting and learning process. - SKILL.mdFree
Growth audit skillSkill.md, A full audit template. - SKILL.mdFree
Growth reporting and attribution skillSkill.md, Design a weekly growth report. - SKILL.mdFree
Experiment readouts and analysis skillSkill.md, Write the one-page readout. - DocsFree
Looker Studio documentationGoogle Cloud Documentation, Build a free dashboard from GA4 and Sheets. - CommunityFree
Measure Slack communityMeasure Chat, Free community for analytics and measurement questions.
No resources in this format for this topic.
Check yourself: you are ready for the next stage when you can
Project
Run a two-week experiment cycle
Work with your own site or a small business that agrees. Audit one landing page or signup flow, build a backlog of at least ten ideas and score them. Launch two tests from the top of the list: one on the page or flow, one in email or a small paid or referral bet. Log everything and write a readout for each.
- Deliver
- A growth audit of one page, an experiment backlog, a launched lifecycle email flow or ad test, and two one-page readouts with data and next steps.
- Done when
- Both tests ran with a written hypothesis and decision rule, results are reported accurately even if flat, and each readout ends with a clear next action.
80 to 100About 100 to 130 hours
Stage 4: Growth marketing mastery
Think like a growth lead: design loops and models, choose north star metrics, measure true impact, shape pricing and teams, and plan growth in a changing search and AI landscape.
Growth loops, models and forecasting
Move from single tactics to systems: loops that feed themselves and models that show which lever matters most.
- Growth loop
- Flywheel
- Growth model
- Sensitivity analysis
- Forecasting
- Growth lever
- Compounding
- VideoFree
Brian Halligan on moving from the funnel to the flywheelHubSpot, An influential idea on why funnels are not enough. - VideoFree
Uncovering the missing piece of your growth modelReforge, Looks at what simple models miss. - VideoFree
Dan Hockenmaier on developing a growth modelLenny's Podcast, Models plus marketplace growth strategy. - VideoFree
Anish Acharya on why companies are becoming a series of loopsLenny's Podcast, A fresh view of loops in the AI era. - VideoFree
Indispensable growth frameworks from Facebook, Twitter and UberFirst Round Capital, Frameworks from large-scale growth work. - VideoFree
Matt Lerner on how to find and pull startup growth leversFirst Round Capital, How to find the lever that matters now. - VideoFree
Growth forecasting in an uncertain timeReforge, Practical forecasting with Adam Fishman. - VideoFree
Elena Verna on ten growth tactics that never workLenny's Podcast, A useful filter against fads. - GuideFree
Growth loops are the new funnelsReforge, The article that popularised loops. - GuideFree
The Four Fits framework for growthBrian Balfour, How market, product, channel and model must fit together. - SKILL.mdFree
Growth loops skillSkill.md, A method for mapping loops. - SKILL.mdFree
Growth model and forecasting skillSkill.md, Build and use a model.
No resources in this format for this topic.
North star metrics, pricing and monetisation
Choose the number that best reflects value delivered, then learn how pricing and packaging shape revenue growth.
- North star metric
- Metric tree
- Input and output metrics
- Pricing power
- Packaging
- Freemium
- Free trial
- Willingness to pay
- VideoFree
Madhavan Ramanujam on the art and science of pricingLenny's Podcast, The best long talk on pricing for software. - VideoFree
Kevin Hale on startup pricing 101Y Combinator, A short, clear start. - VideoFree
How to price for B2BY Combinator, A Startup School guide to B2B pricing. - VideoFree
Yuriy Timen on how to grow a subscription businessLenny's Podcast, Subscription growth from Grammarly and Canva. - VideoFree
Startup business models and pricingY Combinator, Connects pricing to business model choice. - VideoFree
Why Shopify bans KPIs and optimises for long-term growthLenny's Podcast, A counter view on metrics and targets. - VideoFree
Pricing your AI product: lessons from 400 companiesLenny's Podcast, Current thinking on usage-based pricing. - BookFree
North Star PlaybookAmplitude, Free guide to choosing and using a north star. - SKILL.mdFree
North star metric and metric tree skillSkill.md, Build your metric tree. - SKILL.mdFree
Pricing and packaging skillSkill.md, Plan a pricing test. - SKILL.mdFree
Free model design skillSkill.md, Freemium, trial and reverse trial choices. - SKILL.mdFree
Pricing page optimisation skillSkill.md, Improve the page where pricing is shown.
No resources in this format for this topic.
Attribution, incrementality and measurement
Learn what each measurement method can and cannot tell you, so budget decisions rest on evidence rather than platform claims.
- Attribution model
- Incrementality
- Holdout test
- Geo experiment
- Marketing mix modelling
- Data-driven attribution
- Measurement plan
- VideoFree
Attribution, incrementality and MMM: the modern measurement trioGoogle Ads, How the three methods fit together. - VideoFree
Inside Google Marketing: attribution and incrementalityGoogle Ads, A clear short explanation. - VideoFree
Google Ads tutorial: conversion liftGoogle Ads, How a lift test is set up. - VideoFree
One year testing Meridian: real agency resultsGoogle Ads, Open-source marketing mix modelling in practice. - VideoFree
Attribution reports and data-driven attribution in Google AnalyticsGoogle Analytics, Where GA4 stands on attribution. - VideoFree
How to think about building a marketing measurement planThink with Google, Plan measurement before spend. - VideoFree
Austin Hay on the ultimate guide to martechLenny's Podcast, How the data stack fits together. - SKILL.mdFree
Incrementality testing: lift and geo experiments skillSkill.md, Design a lift test. - SKILL.mdFree
Marketing mix modelling skillSkill.md, When and how to use MMM. - SKILL.mdFree
Lifecycle reporting and attribution skillSkill.md, Attribution for email and CRM.
No resources in this format for this topic.
Product-led growth, growth teams and careers
See how growth teams are organised, how product-led motions work and how to plan a growth career.
- Product-led growth
- Product-qualified lead
- Growth team structure
- Growth engineer
- Experiment cadence
- T-shaped skills
- VideoFree
Hila Qu on the ultimate guide to adding a PLG motionLenny's Podcast, How to add product-led growth to a company. - VideoFree
Elena Verna on why product-led growth is the futureLenny's Podcast, The case for PLG from a growth leader. - VideoFree
How Snyk built a product-led growth businessLenny's Podcast, A detailed case study. - VideoFree
Adam Fishman on how to build a high-performing growth teamLenny's Podcast, Team design and process. - VideoFree
The DNA of a great growth engineerReforge, What the technical side of growth looks like. - VideoFree
Georgiana Laudi on customer-led growth beyond the funnelLenny's Podcast, A useful counterpoint to funnel-only thinking. - VideoFree
Planning your successful growth career with Elena Verna and Adam FishmanReforge, Honest career guidance for growth roles. - GuideFree
How to build a growth teamAndrew Chen, Lessons from Uber and Dropbox. - GuideFree
Best of Growth UnhingedKyle Poyar, Curated data-led articles on product-led growth. - PeopleFree
Elena Verna's growth newsletterElena Verna, Current thinking from a growth leader. - SKILL.mdFree
Product-led growth strategy skillSkill.md, Plan a PLG motion. - PodcastFree
Lenny's PodcastLenny Rachitsky, Weekly interviews with growth and product leaders.
No resources in this format for this topic.
Growth in an AI search world and African markets
Look at the newest channel shifts, and at growth in Nigeria and across Africa, where payments, trust and distribution differ.
- Answer engine optimisation
- AI referral traffic
- Brand mentions
- Informal market
- Mobile first
- Local payments
- Community-led growth
- VideoFree
The new AI growth playbook for 2026, how Lovable grewLenny's Podcast, Fast growth in the AI era. - VideoFree
Anthropic head of growth on automating growthLenny's Podcast, How an AI-first team runs experiments. - VideoFree
The ultimate guide to AEOLenny's Podcast, How to get recommended by AI assistants. - VideoFree
How do you build successful products for the African marketTechCabal, Market realities for builders. - VideoFree
Zero to 500 million GMV in 18 months: the Sabi journeyTechCabal, A Nigerian growth case study. - VideoFree
Krithika Shankarraman on growth tactics from OpenAI and StripeLenny's Podcast, Early marketing lessons from two fast-growing companies. - GuideFree
The AEO playbookReforge, A practical guide to showing up in AI answers. - CommunityFree
TechCabal: African tech news and analysisTechCabal, Follow growth stories from Nigerian and African companies. - CommunityPaid
GrowthMentor: one-to-one mentoringGrowthMentor, Book time with practitioners for feedback on your plan. - SKILL.mdFree
AI search visibility audit skillSkill.md, Audit your AI search presence. - CourseFree
Grow with Google: digital skills for AfricaGrow with Google, Free training and resources for African learners and businesses. - CommunityFree
Google for Startups Accelerator: AfricaGoogle for Startups, A programme page showing how African startups get growth support.
No resources in this format for this topic.
Check yourself: you are ready for the next stage when you can
Project
Build a growth strategy and 90-day plan
Choose a real product, either your own, a small business that agrees, or a public product studied from outside. Run a growth audit, build a growth model and a metric tree, map its main loops and write a 90-day experiment roadmap. Include at least three experiments you ran yourself or results from your Stage 3 work.
- Deliver
- A portfolio-ready case study of 15 to 20 pages with the audit, the growth model spreadsheet, the metric tree, the loop map, the 90-day roadmap and the experiment log with results.
- Done when
- A hiring manager could read the case study alone, follow every decision back to data, and see which parts you did yourself. Numbers are real or clearly marked as estimates.
Growth marketing tools to learn
Is growth marketing a good career?
Yes, if you like numbers, testing and working across teams. Growth marketing suits curious people who enjoy a cycle of guess, test and learn. It also builds skills that carry into product, analytics, lifecycle and marketing leadership roles. Check current salary data for your own market before you decide, as pay differs widely by country and company.
It is measured by results
Every test produces a number and a decision, so you can show what you changed and what happened. That makes progress easy to prove in a portfolio.
It covers the whole customer journey
You learn acquisition, activation, retention and revenue together, which makes you useful in startups, e-commerce, software and fintech.
It builds transferable skills
Analytics, experiment design, copy, lifecycle and pricing thinking help in product, CRM and performance marketing roles.
It rewards curiosity over credentials
Employers care about real tests you ran. You can start on your own site or a small business, with free tools.
Growth marketing career path and jobs
- Entry
Growth Marketing Executive or Growth Associate
Runs campaigns and tests, keeps tracking and reports tidy, and supports the backlog.
- Mid
Growth Marketing Manager
Owns a funnel stage or channel, plans experiments, and reports results to the team.
- Senior
Senior Growth Manager or Growth Lead
Sets the experiment roadmap, builds the growth model and works with product and engineering.
- Leadership
Head of Growth or VP Growth
Owns growth goals and budget across channels and product, and builds the team.
- Specialist
Growth Analyst or CRO Specialist
Goes deep on analytics, experimentation or conversion work and supports several teams.
- Independent
Growth Consultant or Fractional Growth Lead
Audits funnels and runs growth programmes for several clients at once.
Common growth marketing mistakes beginners make
MistakeChasing growth hacks instead of understanding the funnel.
Do thisFind the weakest funnel step with data first. A tactic only helps if it targets that step.
MistakeRunning tests without a hypothesis or a decision rule.
Do thisWrite what you expect, which metric moves and what result means ship, stop or retest, before launching.
MistakeCalling a test a win too early.
Do thisSize the test first, let it run its planned length and do not peek and stop on a lucky day.
MistakeBuying traffic before fixing activation and retention.
Do thisCheck the retention curve and the first-session experience. Paid traffic into a leaky product wastes money.
MistakeTrusting platform attribution as the whole truth.
Do thisTreat platform numbers as one signal. Add holdouts, lift tests or simple before-and-after checks for big budgets.
MistakeSkipping a tracking plan.
Do thisAgree event names and properties early. Messy data makes every later analysis slower and less reliable.
How to get a growth marketing job
Hiring managers want proof you can find a problem, test a fix and report the result accurately. A short case study with real numbers, including a flat or failed test, counts for more than a certificate.
Job-ready checklist
- You can map a funnel and show the data behind each step
- You can write a hypothesis, size a test and read the result fairly
- You can build a tracking plan and read funnels and cohorts
- You can set up a basic lifecycle email flow and measure it
- You can explain attribution and incrementality in plain words
- You can talk through one project where a change moved a number
Portfolio pieces that get interviews
- A growth audit of a real site or product with a ranked list of opportunities
- An experiment log with hypotheses, results and what you learned, including flat tests
- A growth model spreadsheet with clear assumptions
- A case study of one funnel improved, with before-and-after data and dates
Growth marketing interview questions
Our signups are growing but revenue is flat. Where would you look?
A strong answer covers: Start with the funnel after signup: activation rate, time to first value and early retention by signup source. Then check whether new signups come from lower-intent channels or whether pricing and packaging block upgrades. A good answer follows the data step by step and names the first test.
How would you decide which experiment to run first?
A strong answer covers: Score ideas on expected impact, confidence and effort, then check that the test can reach a readable sample size. Favour tests on the biggest funnel gap with enough traffic. Mention the learning value too, not just the expected lift.
An A/B test shows a 5 percent lift after three days. What do you do?
A strong answer covers: Check the planned sample size and run time, look for sample ratio mismatch and novelty effects, and watch the guardrail metrics. Do not stop early because the number looks good. Wait for the planned end, then decide using the rule you wrote beforehand.
How do you measure whether a channel really works?
A strong answer covers: Compare cost per acquired customer with their later retention and revenue, not just clicks or signups. For larger budgets, run a holdout or lift test to learn what the channel adds beyond what would have happened anyway.
Tell me about a test that failed.
A strong answer covers: Pick a real one. State the hypothesis, the result, why you think it failed and what you changed afterwards. Interviewers want to see honest learning and a clear next step, not a perfect record.
Growth marketing glossary
- AARRR
- A funnel model with five stages: acquisition, activation, retention, revenue and referral.
- Acquisition
- Getting new people to visit, sign up or try the product.
- Activation
- A new user reaching the first moment where the product proves its value.
- Retention
- The share of users or customers who keep coming back or keep paying over time.
- Churn
- Customers or users who stop using or paying in a given period.
- CAC
- Customer acquisition cost: what you spend to win one new customer.
- LTV
- Lifetime value: the revenue or margin a customer brings over their whole time with you.
- Payback period
- How long it takes for a customer to repay what it cost to acquire them.
- Conversion rate
- The share of people at one step who move on to the next step.
- Funnel
- The path people follow from first contact to the goal, with drop-off at each step.
- Cohort
- A group of users who share a start date or trait, tracked together over time.
- Hypothesis
- A written prediction of what a change will do, why, and which metric will show it.
- A/B test
- A controlled experiment that compares a control with a variant on random groups.
- Statistical significance
- A measure of how unlikely a result is to be chance alone, given the test design.
- North star metric
- The one number that best reflects the value customers get from the product.
- Growth loop
- A cycle where the output of one step becomes the input that drives the next round of growth.
- Incrementality
- The extra results caused by an activity, beyond what would have happened without it.
- Product-led growth
- A model where the product itself drives acquisition, conversion and expansion.
Growth marketing FAQs
Do I need to know how to code to work in growth marketing?
You do not need to code to start. You do need to be comfortable with spreadsheets, basic analytics and reading simple data. Light SQL and a little HTML help a lot later. Growth engineers handle heavy code, but a marketer who can read an event stream and explain a test clearly is valuable.
How long does it take to learn growth marketing?
With about ten hours a week, most people can cover the basics in two months and be ready for a first role in seven to ten months, if they complete the projects. Real depth comes from running many tests on different products, which takes a few years of work.
Is growth marketing different from digital marketing?
They overlap. Digital marketing covers the channels, such as search, social, email and ads. Growth marketing adds a method: it treats the whole funnel as testable, from acquisition to retention and revenue, and uses experiments to decide what to do. Growth marketers often use digital channels as their tools.
Can I learn growth marketing without a job or a company?
Yes. Use your own blog, portfolio, newsletter or a small business that agrees. Set up analytics, build a funnel, run email or landing page tests and keep an experiment log. Even small tests teach the method and give you real material for a portfolio.
Which tools should I learn first?
Start with Google Analytics 4 and Google Sheets. Then add a product analytics tool such as PostHog or Amplitude, and an A/B testing tool such as GrowthBook. Pick an email tool like Klaviyo or Customer.io once you reach lifecycle work. Tools change, so focus on the method.
Do I need a degree or certificate to get hired?
Not usually. Employers look for evidence that you can find a problem, run a fair test and explain the result. Free certificates from Google Skillshop and HubSpot Academy can help you learn and show effort, but a portfolio of real tests carries more weight in most hiring decisions.
More learning paths in the growth marketing map
- Product-led growthThe product drives acquisition and conversion.
- Growth product managementProduct changes aimed at growth metrics.
- Experimentation and CROA/B testing and conversion rate optimisation.
- Activation and onboardingGetting new users to value fast.
- Referral and viralityLoops, invites and referral programmes.
- MonetisationUpgrades, upsells and paywalls.
- RetentionKeeping users and customers active.
