Using player behaviour signals from live game systems to translate emergent dynamics into strategic interventions that shape engagement, retention, and monetisation outcomes

Executive context & strategic mandate

Organisational context

Independent mobile game studio operating globally in the highly competitive free-to-play market, where success depends on sustaining player retention, driving consistent monetisation, and continuously delivering high-quality gameplay experiences.

Project focus: Redesign and implementation of gameplay mechanics within the live environment to:

  • Increase player engagement and retention
  • Strengthen monetisation potential
  • Deepen the strategic dimension of the core gameplay loop

This work was delivered through a structured, cross-functional approach to experimentation, enabling continuous optimisation of the live product experience.

My role: Innovation, Art & UX Design Manager, responsible for embedding player-centred design and user experience best practices into live mobile game development, while structuring experimentation across feature design and iteration.

Project context: The project focused on Bid Wars Stars, a globally launched multiplayer auction game inspired by Storage Wars and Pawn Stars. While commercially active, the game required strategic enhancement of its core gameplay loop to strengthen player interaction, deepen engagement, and unlock new monetisation and content opportunities.

Strategic challenge & intent

The game’s core loop relied heavily on auctions. Two main gaps were identified: limited player agency outside auctions and insufficient tools for players to influence outcomes, limiting both engagement and monetisation potential.

Key challenge

Develop gameplay features that increase interaction, strategic depth, and player retention, while balancing monetisation and entertainment.

Player-centred objectives:

  • increase agency and fun.
  • diversify competitive strategies.
  • reinforce collection and negotiation mechanics.

Business objectives:

  • increase retention and engagement.
  • expand monetisation channels.
  • create reusable design patterns for future features.
The goal was to implement modular gameplay features to strengthen the auction ecosystem.

Approach & execution

The method focused on mitigating uncertainty and risk while embedding player insights into actionable design opportunities.

Features developed

Pawnshop: A new interactive gameplay hub that allows players to:

  • negotiate items
  • manage inventory
  • engage in alternative gameplay loops beyond auctions

Power Ups: Two mechanics designed to increase auction action and player agency:

  • Calculator: estimates item value for strategic bidding
  • Bid Boom: temporarily disables a competitor's bid

Discovery & research

  • Desk research into TV show and Youtube content for thematic immersion.
  • In-game survey to capture player motivations and preferences.
  • User testing with players across multiple countries.
  • Art & design critique sessions.

Outcomes

Pawnshop:

  • +31% Day-1 retention
  • +12.04% Day-3 retention
  • +10% monetisation increase

Power ups:

  • +27.87% Day-1 retention
  • +11.64% Day-3 retention
  • +49.15 seconds time per user
  • +3 sessions per user

Strategic signals

Working inside mobile game production revealed several signals about how the industry is evolving.

Data-driven design becomes foundational

Player behaviour analytics are increasingly central to gameplay decisions, with feature design and optimisation guided by real-time behavioural insights.

Monetisation vs. experience tension persists

Free-to-play models continue to create structural tension between maximising revenue and preserving player enjoyment, requiring careful balancing through design.

Continuous innovation is the baseline

Live games are no longer static products but evolving services, with ongoing content updates and feature iteration expected to sustain engagement.

Player agency drives engagement

Players increasingly expect greater control, choice, and influence within gameplay, shaping demand for more interactive and responsive systems.

Micro-mechanics, macro-impact

Small gameplay changes can have disproportionate effects on retention, engagement, and monetisation, making experimentation and fine-tuning critical.

The future is player-centric and multiplayer focused.

Strategic questions & implications

Implications

  • How can mobile games increase player agency while balancing monetisation?
  • How can features reinforce strategic depth without overwhelming players?
  • How should studios structure live game experimentation and iteration?

Features like Pawnshop and Power Ups function as engagement amplifiers and monetisation levers.

Successful games increasingly behave as adaptive ecosystems requiring continuous sensing, iteration, and player feedback.

Studios must embed player insight into every stage of production to remain competitive.

These implications highlight a shift toward adaptive game ecosystems where engagement features, continuous iteration, and embedded player insight are critical to sustaining both competitive advantage and monetisation.

Leadership & organisational navigation

As a new manager of an established team, my approach focused on:

Purpose

Linking gamer-centred design to measurable business outcomes.

People

Building trust and fostering collaboration across disciplines.

Process

Embedding structured research, UX evaluation, and design thinking into production.

Reflections & learnings

  • User experience in games must consider emotional engagement and entertainment, not just usability.
  • Global localisation requires cultural adaptation beyond language.
  • Collaboration is deeply multidisciplinary and iterative.
  • Continuous content evolution is critical in live games.
  • Traditional UX principles must adapt to the player-centred, “juicy”(enhanced/satisfying player feedback) game context.