Know what your Steam game idea is up against
Describe your game. GameLaunchLab finds the Steam games players would compare it to, tells you how crowded that space is, and estimates what games like it actually earn.
Real comparables
8 to 12 released Steam games matched on player tags, price and release window, each with its review count and estimated revenue.
A market verdict
Crowded, Contested or Open, from whether releases like yours are rising and what the typical one earns, plus concrete risks to plan around.
Honest revenue ranges
Net revenue after Steam's cut and refunds, always as a range with a confidence label. Never a single made-up number.
How the numbers work
Steam doesn't publish sales. We track about a thousand recent games every day or week and estimate their sales from review counts, the method industry analysts use. These estimates are approximate, so today every figure is labeled low confidence. The label goes up only when we can measure our error against real sales.
For tools and agents
Every report is also JSON. There is a keyed API
(OpenAPI spec) and an MCP server at
/mcp for AI assistants.