Predoxa is an AI and human powered revenue intelligence platform that helps ecommerce brands scale paid advertising profitably across Meta, Google, and other channels.

Founder-led Shopify and DTC ecommerce brands spending $5k–$150k+/month on ads who want predictable, profitable growth.

Which ad platforms does Predoxa support?

Meta Ads (Facebook and Instagram) and Google Ads, with Shopify and GA4 for revenue and analytics context.

Is Predoxa just software or does it include human experts?

Both. Predoxa combines an AI platform — creative intelligence, analytics, and a decision engine — with senior human strategists and media buyers.

How is Predoxa different from a typical agency?

Traditional agencies rely on manual reporting and gut decisions. Predoxa uses AI agents to analyze every creative and campaign at scale, then layers human expertise on top for faster, data-backed decisions.

How quickly can I get started?

Onboarding typically takes a few days. You connect your accounts, we analyze your data, and you receive an initial growth plan.

Dancelib Achieves 3× ROAS and 2,500+ Paid Users with Predoxa AI + Human Expertise

Dancelib • SaaS – Digital Learning (Dance Education) • Predoxa AI and Human

11,000+ — App users
2,500+ — Paid users
3× — ROAS Across core markets

Overview

Dancelib, founded in 2020, is a global platform offering partner dance education across West Coast Swing, Bachata, Salsa, Tango, and Zouk. The platform serves adult learners in the U.S., France, and Germany, combining freemium access with structured playlists and premium yearly plans. While user acquisition was strong, the company faced challenges in converting freemium users to paid subscriptions and retaining them, which limited predictable revenue growth.

Challenges

Dancelib faced multiple growth challenges tied not to reach, but to engagement, conversion, and retention. While traffic and user interest existed, users were not consistently progressing through the freemium experience into long-term paid subscriptions.

"The problem was never reach. It was keeping users engaged after the first few interactions." — Thuy An Vu, Project Manager, Dancelib

Early user behavior revealed friction points across onboarding, messaging clarity, and technical performance. These issues compounded, leading to drop-offs before users fully understood or experienced the platform's depth. The team faced several key challenges:

Freemium engagement drop-off: Most new users watched only 1–3 videos, indicating onboarding and activation issues.
Weak freemium-to-paid conversion: Fewer than 25% of freemium users converted to paid plans during peak months.
High subscription churn: Paid users—especially on yearly plans—often canceled early, reducing lifetime value.
Website speed limitations: Slow-loading pages increased bounce rates and reduced conversions, particularly on mobile devices where delayed load times led to early abandonment.

Solution

With Predoxa AI analyzing user behavior and campaign performance data, the Dancelib team was able to clearly identify drop-off points, engagement gaps, and areas of user confusion across the freemium journey. Human expertise was then applied to interpret these insights and refine messaging, onboarding flows, and content structure to better guide users toward activation and conversion.

"By restructuring the user journey and clarifying our value, we turned confusion into engagement—and engagement into paid subscriptions." — Thuy An Vu, Project Manager, Dancelib

What made this approach effective was the combination of intelligence and execution. Predoxa AI surfaced where users were disengaging, while the human team translated those insights into concrete actions—reframing messaging to clearly position Dancelib as a multi-style digital dance library, improving onboarding within the first three video views, and restructuring freemium access into guided learning paths.

Strategy

Dancelib partnered with Predoxa AI + Human Expertise to revamp its growth strategy with a clear focus on activation, retention, and messaging clarity. The approach moved away from broad execution and toward structured, data-informed decision-making across campaigns, funnels, and content.

Persona-Based Growth Structure

To better address diverse user needs, Dancelib developed persona-based landing pages tailored specifically for dancers, teachers, and students. Each page highlighted the most relevant platform benefits for that audience, improving clarity and relevance.

This structure was reinforced through persona-specific campaigns, ensuring messaging aligned closely with user intent and stage of the journey, leading to stronger engagement and conversion signals.

"Once we aligned our messaging with different user personas, engagement improved significantly. Users finally understood what the platform offered and how it applied to them." — Thuy An Vu, Project Manager, Dancelib

Targeting & Budget Optimization

Age-based targeting was applied to improve audience relevance and ensure ad spend efficiency. Budgets were reallocated toward high-intent audiences in top-performing regions, including the United States, France, and Germany.

By concentrating spend where demand and engagement were strongest, Dancelib reduced waste and improved overall campaign performance.

"Focusing spend on the audiences and regions that actually converted helped us stop wasting budget and scale what was already working." — Thuy An Vu, Project Manager, Dancelib

Conversion Funnel Optimization

The conversion funnel was refined to reduce drop-offs and guide users more effectively from discovery to subscription. Improvements focused on simplifying the journey, clarifying value propositions, and supporting users through key decision points.

These changes helped strengthen activation and improve the transition from interest to paid subscriptions.

Results

The impact on Dancelib's marketing and growth performance has been substantial, driven by clearer messaging, improved activation, and a retention-focused funnel.

Strong User Growth & Activation

Clearer positioning and improved onboarding led to meaningful growth across core markets. Dancelib reached 11,000+ total app users, with activation improvements and messaging clarity driving higher adoption across key regions.

Improved Freemium-to-Paid Conversion

Guided onboarding and persona-targeted campaigns significantly strengthened monetization. The platform achieved 2,500+ paid users, reflecting a major improvement in freemium-to-paid conversion and stronger alignment between user expectations and platform value.

Optimized Paid Performance

Campaign efficiency improved as targeting and funnel alignment became more precise. Dancelib achieved 3× ROAS across core markets, driven by high-intent audience targeting and ongoing campaign optimization.

"With Predoxa AI + Human Expertise, Dancelib transformed from an acquisition-heavy platform into a retention-led SaaS engine that clearly communicates its value as a digital dance library." — Thuy An Vu, Project Manager, Dancelib

Looking Forward

With a retention-led funnel now in place, Dancelib is positioned to scale growth with confidence. The improvements in activation, messaging clarity, and subscription performance have created a reliable foundation for expansion without sacrificing user experience or profitability. Building on these results, Dancelib plans to extend the use of Predoxa AI + Human Expertise into campaign video scripting, visual generation, and deeper creative optimization—ensuring future growth is guided by validated insights rather than assumptions.

"Predoxa AI has helped us think more strategically. We're no longer guessing where to invest—we're making data-driven decisions that support long-term growth." — Thuy An Vu, Project Manager, Dancelib