Growth analytics consulting · Barcelona & remote

Grow with intention

Analytics leader with a background in commercial strategy, I use analytics and organizational psychology to transform your data into growth.

Portrait of Vanessa El Satri
20 yearsin strategy, GTM consulting and analytics leadership
3 transformationsof analytics teams at Criteo, Typeform & Preply
Multicultural7 countries, 4 languages

Scale-ups

Transform your operations and decisions, be intentional with your data.

Scaling can feel like everything, everywhere, all at once.
Using data with intention will reduce complexity and move your organization with a cadence it can own and sustain over time.

Young green buds on branches
01

Growth Strategy & Funnel Design

Know your customers and drive conversion
  • Map the funnel: find bottlenecks from acquisition to retention
  • Go-to-market strategy: market sizing, launch planning, new segment & channel entry
  • Ideal Customer Profile & Jobs-to-be-Done: who you target and why they convert
  • Pricing, incentive and monetization strategy
02

High-complexity Decision Frameworks

Make growth scalable through decision systems
  • Metrics frameworks, so you can connect the dots between actions and impact
  • Customer segmentation, so you meet your customers’ needs at the right time
  • Marketing attribution modeling & brand impact measurement, so you know where to spend
  • Forecasting and financial modeling, so you can plan ahead with confidence
  • Data governance foundations, so you’re deciding on the right data points
03

Goal Execution

Turn data-driven decisions into action your teams can own
  • Translate insights into a strategic roadmap and clear, measurable goals
  • Transform your data team from a BI service into a driver of business impact
  • Close the gap between what data teams deliver and what Product, Marketing, Sales and Brand need
  • Build a candid, high-ownership culture where teams align and build together
  • Design and scale your team for your current and future needs

Founders

Get the help you need.

Hand over your complexity.
I give you solutions on how to position your product for the market and for investors.

Statue releasing a bird against a blue sky
01

Go-to-Market Strategy

Position your product to win in the right market
  • Size the opportunity by quantifying volume, margin and channel-level potential
  • Define the strategy based on grounded research on buyers, partners and end users
  • Prioritize your efforts based on growth potential, segmenting a complex market
  • Test and measure the go-to-market model with a pilot before scaling
02

Investor Relations

Tell a clear, data-backed growth story
  • Build a data-driven growth narrative, translate metrics into a successful pitch
  • Stress-test your data room, get ready for due diligence
  • Forecasts and scenarios that hold up to investor scrutiny
  • Cohort and retention analysis that shows traction
03

Data Foundations

Measure what matters from day one
  • North Star and metrics tree linked to your business model
  • Unit economics: LTV, CAC and payback you can trust
  • Fractional analytics leadership until you’re ready to hire
  • Role design and hiring support for your first data hires

Mentoring

Level up your data team.

I mentor your data talent to turn technical strength into business impact.

Woman covering her face with an open book against a brick wall
01

From Analyst to Business Partner

Help your analysts and data scientists drive decisions, not just deliver reports
  • Frame the right business problems before jumping into the data
  • Turn analysis into clear stories and recommendations stakeholders act on
  • Build trust and credibility with Product, Marketing, Sales and Brand
02

From Expert to Leader

Support new and emerging managers as they step up
  • Move from hands-on expert to team leader and strategic partner
  • Balance strategic direction with day-to-day delivery
  • Give candid feedback and handle conflict with empathy
03

Team Culture & Growth

Build a team that retains talent and keeps improving
  • Career frameworks and growth paths for analysts and data scientists
  • Team rituals: OKRs, planning, check-ins and knowledge sharing
  • A collaborative, high-ownership culture with room for experimentation

Experience

Selected track record

Director, Growth & Strategy Analytics

EdTech marketplace
2021 – 2025
Growth Impact
  • Shaped the Product-Led Growth strategy that drove +130% revenue YoY, by redesigning incentives and activation tests across the acquisition-to-expansion funnel
  • Diversified acquisition from a search-only channel mix into social media, scaling spend by 13% while improving LTV:CAC
Decision Frameworks
  • Defined the KPI framework and mapped the end-to-end funnel to identify the bottlenecks that informed the growth strategy
  • Translated strategic shifts (package-to-subscription model, web-to-app pivot) into measurable KPI goals for Growth and Product
  • Designed and executed a new attribution model, moving from single-touch to multi-touch, then to cohort-based, privacy-resilient attribution
  • Built a framework measuring brand impact from awareness through retention, using incrementality testing, surveys and performance data
  • Embedded a scalable LTV:CAC model into experimentation workflows
  • Built Preply’s first full-funnel CRM attribution model, ranking email, push and product messages across key lifecycle conversion events
Team Upscaling
  • Transformed team culture from siloed execution to cross-functional collaboration and radical candor
  • Restructured and hired to shift the team from BI to decision-driven outputs, with a 3-year strategic plan
  • Established team rituals: OKR brainstorming, structured project planning, weekly check-ins and knowledge-sharing sessions
  • Designed the data chapter Career Framework

Education — MSc Science & Technology Management, TU Delft · Master in General Engineering, CentraleSupélec · Ingeniero Industrial, Universitat Politècnica de Catalunya · Diploma in Sociology, London School of Economics

Testimonials

Hear it from the teams

Vanessa El Satri

About me

Hi, I'm Vanessa.

My journey in tech started 10 years ago, after an international career in the energy sector and in FMCG go-to-market consulting.

Since then, I’ve transformed analytics teams from transactional BI functions into core drivers of growth, end to end, from acquisition to retention.

I love building bridges between teams, because that’s where the best solutions emerge. My methodology focuses on listening deeply to customers and teams, and taking a pragmatic approach to problem-solving. I’ve built my business intuition by working across very different industries and countries.

You’ll find in me a candid and honest professional, who cares deeply about the people I work with and about helping them succeed.

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Let's team up

Let's talk about your growth questions.

Tell me a little about your organization and what you're trying to figure out.

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30 minutes · Google Meet · No commitment

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