Growth marketing is a methodology that uses data, experimentation, and full-funnel optimization to grow a business beyond what conventional campaigns can deliver. Rather than focusing only on getting people through the door, it concerns itself with every stage of the customer journey, from first impression to long-term retention and referral. The goal is compounding growth built on a clear understanding of what actually works.

The reason this approach has gained traction over the past decade is straightforward. Acquisition costs have climbed, attention spans have shortened, and customers expect more personalized experiences than ever before. Brands that depend only on awareness campaigns and broad-reach advertising find it harder to grow profitably. Growth marketing addresses that reality by tying every effort to measurable outcomes across the full funnel (not just at the top).

What Is Growth Marketing?

Growth marketing is an approach to business expansion that combines rapid experimentation, data analysis, and cross-channel testing to identify the most effective ways to scale. It goes beyond the traditional “get more eyeballs” mentality and instead optimizes the entire customer lifecycle.

The origins of growth marketing

The term traces back to Sean Ellis, who coined “growth hacking” in 2010 to describe a scrappy, experiment-first approach to scaling startups. Over time, the concept matured. What started as a collection of quick-win tactics evolved into a structured discipline with repeatable processes, dedicated teams, and a long-term mindset.

Where growth hacking often chased short-term spikes, growth marketing focuses on building systems that produce consistent, measurable progress. The tactics may still be creative and unconventional, but the framework behind them is deliberate and data-informed.

How It differs from a “set and forget” approach

Traditional campaigns tend to follow a pattern: plan, launch, measure, repeat. Growth marketing breaks that cycle by treating every campaign, landing page, email, and onboarding flow as an experiment. Nothing is ever “done.” Each result feeds back into the next iteration.

This constant loop of testing and refinement is what separates growth marketing from more static approaches. It rewards curiosity and penalizes assumptions. If a channel underperforms, you don’t wait for the quarterly review to respond. You test a new angle, measure the result, and adjust in real time.

Why it matters now

Customer acquisition is more expensive than it was five years ago, and the brands winning today aren’t necessarily the ones spending the most. They’re the ones extracting maximum value from every interaction. Growth marketing provides the framework for doing exactly that, which is why it has become the default operating model for startups and is increasingly adopted by larger organizations.

Growth Marketing vs. Traditional Marketing vs. Digital Marketing

These three terms often get used interchangeably, but they describe very different philosophies. Understanding the distinctions helps you recognize where growth marketing fits and why it often outperforms more conventional approaches.

Traditional MarketingDigital MarketingGrowth Marketing
FocusBrand awareness and reachOnline acquisition and lead generationFull customer lifecycle
Funnel CoverageTop of funnelTop and mid-funnelAll stages (acquisition through revenue)
ChannelsTV, print, billboards, radioSearch, social, email, display adsCross-channel, including product itself
MeasurementDifficult to attributeClick and conversion trackingFull-funnel metrics and cohort analysis
Feedback SpeedSlow (weeks to months)Moderate (days to weeks)Fast (continuous experimentation)
MindsetPlan, launch, repeatOptimize campaigns for ROIHypothesize, test, learn, iterate
Team StructureMarketing departmentMarketing and content teamsCross-functional (marketing, product, engineering)
GoalBroad brand recognitionTraffic, leads, and conversionsSustainable, compounding growth

Traditional marketing

Traditional marketing focuses on brand awareness and reaching the widest audience possible. Think television ads, print campaigns, billboards, and sponsorships. The approach generally works top-down: you craft a message, push it out to a broad audience, and hope enough people respond to justify the spend.

Its strength lies in brand building and wide recognition. The limitation is measurability. Attribution is difficult, feedback loops are slow, and there’s rarely a direct connection between what you spent and what you earned.

Digital marketing

Digital marketing brought measurability into the equation. Channels like search, social media, email, and display advertising made it possible to track clicks, conversions, and return on ad spend with precision that traditional media couldn’t match.

That said, digital marketing still tends to focus on the top of the funnel. Most digital strategies prioritize acquisition: getting people to the website, generating leads, filling the pipeline. What happens after someone becomes a customer often falls outside the digital marketing team’s scope.

Where growth marketing stands apart

Growth marketing takes the data-driven mindset of digital marketing and applies it across the entire customer lifecycle. Acquisition is just one piece. Activation, retention, referral, and revenue all receive equal attention. The growth marketer asks not just “how do we get more users?” but “how do we get them to stick, spend more, and bring others along?”

This full-funnel perspective is what makes growth marketing distinct. It breaks down silos between marketing, product, and customer success, treating the entire experience as one connected system. When all stages receive attention, growth compounds rather than stalling once the campaign ends.

The AARRR Framework (Pirate Metrics)

aarrr pirate framework

The AARRR framework, sometimes called pirate metrics because of how the acronym sounds, is one of the most widely used models in growth marketing. It breaks the customer lifecycle into five measurable stages, giving teams a shared language for identifying where growth is strongest and where it stalls.

Acquisition

Acquisition covers how users first discover your product or service. This includes organic search, paid ads, social media, content marketing, partnerships, and referrals. The question at this stage is about “how many people are coming in?”, as well as “which channels bring the highest-quality users at the most reasonable cost?”

Not all acquisition is equal. A thousand visitors from a misaligned audience won’t outperform fifty visitors who genuinely need what you offer. Growth marketers measure acquisition by the downstream behavior of each cohort, tracking which channels lead to users who activate, retain, and pay.

Activation

Activation is the moment a new user experiences meaningful value for the first time. In a SaaS product, that might mean completing onboarding and using a feature that solves their problem. In e-commerce, it might mean making a first purchase and receiving the product. The specifics vary, but the principle holds: if users don’t reach that “aha” moment quickly, they won’t stick around.

This stage is where many businesses lose the most potential. They invest in bringing people in but underinvest in guiding them to value. Growth marketing treats activation as a distinct problem that deserves its own experiments, not something you leave to chance.

Retention

Retention measures whether users continue to come back and engage over time. It has the most direct impact on long-term profitability because keeping an existing customer is almost always cheaper than acquiring a new one. Even a small improvement in retention often produces outsized returns on the bottom line.

Growth marketers track customer retention through cohort analysis, measuring what percentage of users remain active after one week, one month, three months, and beyond. When retention drops at a specific point, that signals a problem worth investigating, whether it’s incomplete onboarding, a missing feature, or a gap in ongoing value.

Referral and revenue

Referral happens when existing users bring in new users, either through word of mouth, structured referral programs, or social sharing. When it works well, it creates a self-reinforcing growth loop where each new customer becomes a potential source of additional customers at minimal cost.

Revenue is where you measure how users convert into paying customers and how much they spend over time. Metrics here include average order value, customer lifetime value, and upgrade rates. Optimizing revenue doesn’t mean squeezing every dollar from each transaction; it means aligning pricing and packaging with the value customers actually receive.

Core Principles of Growth Marketing

Growth marketing is built on a set of repeatable principles that guide how teams think, plan, and execute. These principles apply regardless of company size, industry, or budget.

1. Data-driven decision making

Opinions are cheap. Data is what separates growth marketing from guesswork. Every decision, from which headline to test to which channel to scale, is grounded in measurable evidence. Growth teams instrument their funnels, track user behavior, and build dashboards that make performance visible in real time.

This doesn’t mean ignoring intuition. Experienced marketers develop a sense for what might work, but growth marketing requires you to validate that instinct before committing resources. The best ideas still fail sometimes, and the data tells you when to double down versus when to move on.

2. Continuous experimentation

Testing is the engine of growth marketing. Rather than betting everything on a single campaign, growth teams run dozens of small experiments simultaneously. Each test isolates a variable, measures its impact, and feeds the results back into the next round of ideas.

One test might produce a 5% improvement. Another adds 3%. Individually, these gains seem modest, but over weeks and months, they stack. Teams that run a high volume of experiments consistently outperform those that rely on a few big bets.

3. Cross-functional collaboration

Growth marketing doesn’t live inside a single department. It sits at the intersection of marketing, product, engineering, and customer success. A growth team might include a marketer, a data analyst, a designer, and an engineer, all working toward the same metric.

This structure exists because the best growth opportunities often involve changes to the product itself, not just the messaging around it. An onboarding improvement might require engineering work. A retention experiment might need a new feature. When the team spans multiple disciplines, those changes happen faster and with better context.

4. Customer feedback loops

Growth teams always listen to what customers are saying. Surveys, interviews, support tickets, and reviews all feed into the experimentation pipeline. They also serve as a source of content ideas, revealing the exact language and questions your audience uses. Quantitative data tells you what is happening. Qualitative feedback tells you why.

When these two sources work together, you get a clearer picture of where to focus. If your retention data shows a drop at week three and your support tickets reveal confusion about a specific feature, you’ve identified both the problem and the cause.

What Does a Growth Marketer Do?

growth marketer responsibilities
Source: Unsplash

The growth marketer role is one of the most cross-disciplinary positions in a modern marketing organization. It blends analytical thinking with creative problem-solving and requires comfort with ambiguity.

Day-to-day responsibilities

The work is varied and fast-moving. On any given day, a growth marketer might be doing one or more of the following:

  • Reviewing experiment results from the previous week and documenting learnings
  • Analyzing funnel data to find drop-off points and conversion bottlenecks
  • Drafting hypotheses for new tests and prioritizing them by expected impact
  • Collaborating with product and engineering on activation or retention improvements
  • Building or refining email sequences, landing pages, or onboarding flows
  • Reporting on growth metrics and sharing insights with leadership

Most growth marketers manage an experiment backlog – a prioritized list of tests ranked by expected impact and ease of execution. They use scoring frameworks like ICE (Impact, Confidence, Ease) to decide what to run next. The cadence is usually weekly: launch experiments, collect data, analyze results, plan the next round.

Skills that set growth marketers apart

A strong growth marketer is comfortable reading analytics dashboards and equally comfortable writing ad copy. The role demands a blend of quantitative and qualitative skills that you won’t typically find in a traditional marketing position:

  • Analytical fluency with tools like Google Analytics, Mixpanel, or Amplitude
  • Creative instinct for generating testable hypotheses and writing copy
  • Technical literacy to work with engineers and understand product changes
  • Systems thinking to see how changes in one funnel stage affect others

The most effective growth marketers connect dots that others miss. An improvement in activation changes the math on acquisition spend, which changes budget allocation, which affects what experiments you prioritize next.

Where growth marketers sit in an organization

In startups, the growth marketer is often one of the first marketing hires and may report directly to the CEO or head of product. In larger companies, growth marketing might be its own team with a director or VP overseeing it, sitting alongside brand marketing, demand generation, and product marketing.

Where the role reports matters because it signals priorities. When growth marketing reports into product, the work tends to focus on activation and retention. When it reports into marketing, acquisition often dominates. The most balanced growth teams have a direct line to leadership and autonomy to work across departments.

How to Build a Growth Marketing Strategy

A growth marketing strategy is a living system that evolves with every experiment and new piece of data. These are some of the most important things you should have lined up to begin with.

Define your North Star metric

Before running any experiments, you need a single metric that represents the value your product delivers to customers. For a subscription business, that might be monthly active users. For an e-commerce brand, it might be repeat purchase rate. This north star gives every team member a shared definition of success.

The right metric should be specific enough to act on and broad enough to capture real business value. “Revenue” alone is too broad. “Clicks on the homepage button” is too narrow. The best north star metrics sit somewhere in between and directly correlate with long-term growth.

Map your funnel and identify weak points

Walk through your customer journey from first touch to loyal advocate and measure conversion rates at each stage. Where are people dropping off? Where is the experience unclear or frustrating? These drop-off points become your first experiment opportunities.

This exercise often reveals that the biggest opportunity isn’t where you expected. Many teams assume they need more traffic when they’re losing half their signups during onboarding. Fixing that activation problem can deliver more growth than doubling your ad spend.

Build your experiment pipeline and scale what works

Once you’ve identified weak points, generate hypotheses about how to fix them. Structure each hypothesis clearly: “We believe that [change] will produce [outcome] because [reason].” Then prioritize using a scoring framework and start testing.

A healthy pipeline has ten to twenty ideas in the queue at any time. Not all will win, and that’s expected. The goal is volume and learning speed. After each experiment, document the results: what happened, why, and what to try next. When something works, scale it across more segments, channels, or funnel stages.

Growth Marketing Tactics That Work

Tactics change with the market, but several approaches have proven consistently effective across industries and company sizes.

SEO and content marketing

Organic search remains one of the most cost-effective acquisition channels available. Content that answers real questions, solves real problems, and targets the right search intent can compound in value over months and years, building search visibility that grows stronger with time.. A single well-optimized article can generate steady traffic for years after publication, unlike paid ads that stop producing the moment the budget runs out. Growth marketers treat content as an experiment too, testing headlines, formats, and distribution channels to find what resonates with each audience segment.

The connection between content and growth goes beyond traffic. Well-structured content can support every stage of the funnel when it’s planned with that intent. An onboarding knowledge base reduces support tickets and improves activation. A weekly educational newsletter keeps users engaged and strengthens retention. A research report or industry benchmark becomes a shareable asset that brings in new users through referral. When content is mapped to the full customer lifecycle rather than just the top, it becomes one of the most versatile growth tools available.

Growth teams also apply experimentation principles to content itself. They might test two different angles on the same topic, compare a detailed SEO guide against a shorter tactical post, or experiment with content upgrades (like downloadable templates or checklists) to see which formats produce the highest conversion rates from reader to lead.

Product-led growth

Product-led growth turns the product itself into the main acquisition and conversion engine. Free trials, freemium tiers, and self-serve onboarding let users experience value before they ever talk to a salesperson. This model reduces friction, shortens the sales cycle, and generates word-of-mouth at scale.

Dropbox built one of the most well-known examples of this approach. Instead of spending heavily on advertising, they offered extra storage space to users who invited friends. The product delivered clear value on its own, and the referral mechanic turned satisfied users into a distribution channel. Slack followed a similar path by letting teams adopt the product organically, one department at a time, until the company-wide contract became a formality rather than a hard sell.

The pattern behind these examples is consistent: reduce the barrier to trying the product, get users to a moment of value as quickly as possible, and then let the experience do the convincing. Growth marketers in product-led organizations spend much of their time optimizing that path to first value, whether it’s simplifying signup flows, improving onboarding sequences, or removing unnecessary steps between account creation and the “aha” moment.

Referral programs and lifecycle email

Referral programs work best when they’re built into the natural flow of the product, not bolted on as an afterthought. The incentive needs to be meaningful to both parties, and the sharing mechanism needs to be frictionless. When done well, referrals create a loop that steadily reduces your effective cost of acquisition over time.

The structure of the incentive matters more than its size. A two-sided reward, where both the referrer and the new user receive something of value, consistently outperforms one-sided offers. Airbnb’s early referral program gave travel credit to both parties, which aligned the incentive with the product’s value. The referrer felt good about sharing something useful rather than simply doing a favor for the company.

Timing also plays a role. The most effective referral prompts appear after users have experienced a positive outcome, not during signup when they haven’t formed an opinion yet. A fitness app asking for a referral right after a user hits a personal record will convert better than the same prompt shown during onboarding.

Lifecycle email marketing

Email marketing remains one of the highest-ROI channels, and growth teams use it across the entire funnel rather than treating it as a broadcast tool. The difference between a generic email blast and a growth-oriented email program is targeting and timing: the right message reaching the right person at the right moment in their journey

Welcome sequences are where most growth teams start. Once a user joins your mailing list or creates an account, a well-designed onboarding email series guides them toward activation by highlighting the features most likely to deliver early value. If your data shows that users who complete a specific action in their first week retain at twice the rate, your welcome sequence should nudge them toward that action with clear, specific guidance.

Beyond onboarding, lifecycle emails address each stage of the funnel with a different intent. Engagement emails keep active users informed about features they haven’t tried. Win-back campaigns re-engage users who’ve gone quiet, often with a personalized message referencing their past activity. Referral prompts encourage satisfied customers to share. Each of these touchpoints is an experiment waiting to be tested and improved, from subject lines and send times to content format and call-to-action placement.

Benefits and Challenges of Growth Marketing

Like any approach, growth marketing comes with trade-offs. Understanding both sides helps you set realistic expectations and prepare your team for what’s ahead.

The upside

Growth marketing produces results that are measurable from day one. Because every effort ties back to data, you always know what’s working and what isn’t. This accountability makes it easier to justify budget and prioritize resources.

The full-funnel approach also tends to produce more sustainable results. When you improve retention and referral alongside acquisition, growth compounds rather than plateauing the moment you stop spending. Other benefits worth noting:

  • Lower customer acquisition costs through optimized conversion rates
  • Faster learning cycles that help you adapt to shifting market conditions
  • Stronger alignment between marketing, product, and customer success
  • Higher customer lifetime value from retention and upsell improvements

The hard parts

Growth marketing requires a tolerance for failure. Most experiments won’t produce a winner, and that’s by design. Organizations that expect every test to succeed will struggle with this model. The culture needs to reward learning, not just outcomes.

It also demands cross-team coordination, which can be politically challenging in larger companies. When growth marketing needs engineering resources or product changes, competing priorities can slow things down. Without leadership support, growth teams often find themselves limited to optimizing the marketing layer alone.

Data infrastructure is another common stumbling block. Growth marketing depends on reliable tracking across the full funnel, and many companies underestimate what that setup requires. Broken analytics, siloed data sources, and inconsistent event tracking can make it nearly impossible to run trustworthy experiments. Before any testing begins, the measurement foundation needs to be solid.

Finding the right people is equally difficult. The cross-disciplinary skill set that growth marketing demands is rare. Candidates who can read analytics dashboards, write compelling copy, and collaborate with engineers don’t grow on trees. This scarcity makes hiring competitive and retention a constant concern, especially as more companies build out dedicated growth functions.

There’s also the question of pacing. Early experiments often produce small or inconclusive results, and that’s normal. But organizations expecting dramatic wins in the first quarter tend to lose patience and pull the plug prematurely. Growth marketing rewards consistency over months, not days. Teams that understand this timeline and communicate it to leadership are far more likely to get the runway they need.

Is Growth Marketing Only for Startups?

There’s a common perception that growth marketing is a startup-only discipline, born in Silicon Valley and limited to venture-backed tech companies. That perception doesn’t hold up. The principles apply at every stage of business maturity, though the way they’re applied looks different depending on company size.

Startups

Startups gravitate toward growth marketing out of necessity. With limited budgets and no brand recognition, they need to find scalable, cost-effective ways to grow fast. The experiment-driven model suits that reality well because it prioritizes learning over spending.

The absence of legacy processes is an advantage here. There are no entrenched workflows to work around, no approval chains spanning three departments, and no existing playbook that “has always worked.” Startups can move from hypothesis to live test in a matter of days, sometimes hours. That speed of iteration is what makes growth marketing such a natural fit in the early stages.

Mid-sized companies

This is where growth marketing often has the highest untapped potential. Mid-sized companies typically have an established product with proven market fit, a meaningful customer base, and enough traffic to run statistically valid experiments. What they often lack is the structured experimentation process to put all of that to use.

Many mid-sized businesses have funnels that haven’t been optimized since they were first built. Onboarding flows that made sense at launch may no longer match how customers actually behave. Pricing pages may not reflect current competitive positioning. Growth marketing gives these companies a framework for systematically finding and fixing these gaps, and because the user base is already meaningful, even modest conversion improvements can translate into real revenue.

Enterprises

Larger organizations face a different set of challenges. Approval cycles are longer, teams are more specialized, and cross-functional collaboration requires more coordination. But the payoff from growth marketing at scale can be proportionally larger, precisely because the customer base and traffic volumes amplify every percentage-point improvement.

Enterprises that succeed with growth marketing typically build dedicated growth teams with their own roadmaps and resources, rather than trying to layer experimentation onto existing marketing or product teams. Some create internal experimentation platforms that make it easier for teams across the organization to propose, run, and analyze tests without bottlenecking on a single group.

Getting Started with Growth Marketing

how to start with growth marketing

If you’re ready to adopt a growth marketing approach, the first step is about aligning on what growth means for your business and building the right foundation.

Lay the groundwork

Start by defining your North Star metric, mapping your funnel, and identifying the biggest gaps. Get alignment from leadership on the idea that experimentation requires patience and a tolerance for tests that don’t win. Without that cultural foundation, even the best growth marketer will struggle to produce results.

From there, invest in the basics: analytics that track the full funnel, a testing tool that makes it easy to run experiments, organic SEO services because search is a meaningful channel for your audience, and a process for documenting learnings. You don’t need an enterprise tech stack to begin. Many successful growth programs started with Google Analytics, a simple A/B testing tool, and a shared spreadsheet.

Assemble the right team

Your first growth hire should be a generalist: someone comfortable with data, creative enough to generate hypotheses, and technical enough to work with engineers. As you scale, you can add specialists in analytics, lifecycle marketing, conversion optimization, and product experimentation.

The most effective growth teams share three qualities: they move fast, they’re comfortable with ambiguity, and they document everything. That combination turns isolated wins into a repeatable growth system.

Common early mistakes to avoid

The first few months of a growth marketing practice tend to follow predictable patterns, and so do the mistakes. One of the most common is trying to test everything at once. Without a clear prioritization framework, teams scatter their attention across too many experiments and end up with inconclusive data across the board. Start narrow, learn from each test, and expand from there.

Another frequent misstep is skipping the measurement setup. Running experiments without reliable tracking is like flying blind. If your analytics can’t tell you what happened and why, no amount of creative testing will produce useful results. Get the instrumentation right before you start optimizing.

Copying another company’s playbook without adapting it is equally risky. What worked for a B2B SaaS company with a freemium model won’t necessarily translate to a direct-to-consumer brand with a high average order value. Growth marketing is context-dependent, and the best strategies are built from your own data and customer behavior, not borrowed from a case study.

What the first 90 days typically look like

During the first 30 days, the focus should be on foundations: setting up analytics, mapping the funnel, identifying the north star metric, and building an initial backlog of experiment ideas. This is research and setup, not optimization.

Days 30 through 60 are when the first experiments go live. Start with high-impact, low-effort tests that target obvious weak points in the funnel. The goal at this stage isn’t to produce a breakthrough result; it’s to build the habit of testing, measuring, and documenting. Each completed experiment, win or loss, strengthens the process.

By days 60 through 90, you should have enough data to spot patterns. Which funnel stages respond best to optimization? Which channels bring in users who actually stick? Use these early learnings to refine your strategy and build a more informed experiment roadmap for the quarter ahead. At this point, the system starts to feel less like an initiative and more like the way things are done.

Conclusion

Growth marketing is not a single tactic or a trendy label for digital advertising. It’s a structured, data-informed approach to growing a business by optimizing every stage of the customer journey. When acquisition, activation, retention, referral, and revenue all receive attention and experimentation, growth becomes something that compounds rather than something you have to buy over and over again.

Still, a lot of people treat it like a bag of tricks. Run a few A/B tests, set up a referral program, optimize some emails, and call it a day. But the companies that actually grow consistently aren’t chasing tactics. They’re building a system, one that learns, adapts, and gets smarter with every experiment, whether that experiment wins or falls flat.

If you take one thing from this guide, make it this: growth marketing is a way of thinking, not a checklist. It’s the willingness to question what’s “working,” to look past vanity metrics, and to care just as much about keeping customers as you do about acquiring them. That full-funnel mentality is what separates brands that plateau from brands that compound.

And you don’t need a massive budget or a 20-person growth team to start. You need curiosity, a tolerance for being wrong, and the discipline to measure what matters. The rest you figure out as you go, one experiment at a time.


Frequently Asked Questions

1. What is growth marketing?

Growth marketing is a data-driven approach to business growth that focuses on the entire customer lifecycle, not just acquisition. It uses rapid experimentation, analytics, and cross-channel optimization to improve performance at every stage of the funnel, from attracting new users to retaining and monetizing existing ones.

2. How is growth marketing different from digital marketing?

Digital marketing primarily uses online channels to attract and convert customers, with most efforts concentrated at the top of the funnel. Growth marketing takes a broader view, applying the same data-driven rigor to activation, retention, referral, and revenue. The scope extends beyond marketing channels into product experience and customer success.

3. What skills does a growth marketer need?

A growth marketer needs a combination of analytical ability, creative thinking, and technical fluency. Proficiency with analytics platforms, comfort with A/B testing and statistical reasoning, strong copywriting instincts, and the ability to work across departments with product and engineering teams are all part of the role.

4. Do you need a large budget for growth marketing?

Not necessarily. Growth marketing is designed to be efficient with resources. Many of the most effective tactics, like optimizing onboarding flows, running A/B tests on existing pages, or improving email sequences, require more time and thought than money. The approach works at any budget level because it prioritizes learning and iteration over large upfront spend.

5. What is the AARRR framework in growth marketing?

AARRR stands for Acquisition, Activation, Retention, Referral, and Revenue. It’s a framework that breaks the customer lifecycle into five measurable stages, helping growth teams identify where users drop off and where improvements will have the biggest impact. It’s one of the most commonly used models for structuring a growth marketing strategy.

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