Research Summary: Understanding Game Coaching on Gig Platforms

Research into freelance game coaches operating on gig platforms reveals that these individuals monetize their gaming expertise by providing personalized instruction. Despite a lack of formal shared training, coaches employ consistent practices focused on building rapport, diagnosing individual player needs, and delivering adaptive feedback. Their work is characterized by 'dual precarity,' navigating the instability of gig platforms and the volatility of live-service games, alongside the necessity for 'earned authority' to establish their credibility.

Why it matters

This analysis highlights an emerging sector within the gig economy that relies on specialized, dynamic knowledge transfer. Understanding the operational dynamics, challenges, and success factors of this model can inform broader strategies for skill monetization, platform development, and talent management in rapidly evolving, digital-first domains. It underscores the importance of adaptive methodologies and continuous credentialing in expertise-driven, freelance work.

Key insights

• Freelance game coaches leverage gig platforms to monetize their expertise by offering personalized instruction.
• Coaches utilize consistent methodologies centered on rapport, individualized diagnosis, and adaptive feedback, despite lacking formal shared training.
• Two primary structural conditions impact this work: dual precarity (gig platform instability and game lifecycle volatility).
• Coaches must continuously establish 'earned authority' to maintain their professional standing.
• The study was based on interviews with 20 experienced freelance coaches across 17 competitive games on the Fiverr platform.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2609.12695