The Challenge
By 2019, the company had proven product-market fit with over 25,000 clients. But the reporting infrastructure required for the next phase of growth was broken. Key reports lived in Excel spreadsheets requiring manual updates. Customer data sat siloed across Magento, Friendbuy, Unbounce, Zendesk, and Google Analytics with no centralization. Marketing pulled manual reports to determine CAC and ROAS — and even those numbers only told part of the story. The company had a strong product but could not plan for future growth without a fundamentally different approach to their data.
The Constraint
Without a customer data platform, addressing data governance piecemeal across more than a dozen integrations was destined to fail. The team could not answer basic questions about their customers without time-consuming manual effort. Marketing lacked the ability to synchronize messaging across email and paid channels because audience definitions varied by tool. Real-time customer behavior data existed in fragments across the stack but never came together into a coherent picture. The gap between the company's strong product-market position and the team's ability to execute data-driven growth strategies widened with every passing quarter.
The Approach
We implemented a full data stack reset: Segment as the CDP for unified customer profiles and audiences, Mixpanel for product analytics and funnel visualization, Iterable for lifecycle marketing, and Snowflake with dbt for warehousing and transformation. Segment Personas became the single source of truth, pushing consistent real-time data to every downstream tool in the stack.
The Outcome
60% revenue growth in 2020. With consistent customer profiles flowing across every tool, the company could predictably optimize conversions across the full funnel. Mixpanel funnels revealed the complete journey from quiz to purchase. Marketing could accurately measure the cost and return of every digital channel for the first time. This data-driven foundation ultimately supported the company's acquisition by a major global consumer goods company in 2022.
What This Unlocked
Precision audience targeting, activated. High-churn-risk users, recent cancellations, and high-value segments reached with coordinated messaging across email and all paid digital channels.
Predictable conversion optimization. The team sees which traffic sources drive purchases and revenue, measures campaign performance with confidence, and acts on insights in real time.
Beyond one year of growth. The data foundation did not just fuel 60% revenue growth in 2020. It created the operational maturity and analytical rigor that made the company an attractive acquisition target for one of the world's largest consumer goods companies.
Services
Tech Stack
Results
Revenue growth
60% increase in 2020
Data governance
Single source of truth across 12+ tools
Funnel visibility
Full quiz-to-purchase journey by persona
Exit outcome
Acquired by a major global consumer goods company (2022)