Know Your Audience: Deep Dive into Game Design and Audience Research
summary
Aggregated analysis of 1,200,000 game-dev tweets, 2,000,000 player reviews and 180,000+ Steam pages uses hypothesis tests and data cleaning to show market saturation: 47,000 developers, 4,000 publishers, median publisher review count 37, and only ~18% chance a new release stays above the 80% review threshold. Genre “monoliths” fail; competitor analysis on 30–200 similar games finds minimum requirements and opportunity gaps (e.g., stealth checklists, mob density fixes) and shows viral social posts emphasize specific mechanic-driven wants, not generic marketing.
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chapters (8)
- 0:00The state of the industry
- 4:46Flaws in market research
- 7:37Deconstructing genre monoliths
- 14:08Needs, products, and wants
- 19:13Meeting player expectations
- 25:55Practical competitor analysis
- 36:32Marketing through expectations
- 44:06Q&A and session wrap-up
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