Valve has officially rolled out Personal Calendar on Steam, a new store feature that surfaces game recommendations tailored to each player's tastes and refreshes every day. The feature went live on Friday and can be found on the Steam store's homepage, according to Engadget.
The launch is part of Valve's broader effort to address long-running player complaints that the Steam store is too cluttered and hard to navigate. Personal Calendar follows a redesigned storefront earlier this year that added a search menu and a Categories system, both aimed at making it easier to find new games.
How Steam Personal Calendar Works
According to Valve, Personal Calendar generates suggestions by comparing a user's recently-played titles with those of players who have similar gaming profiles, then weighing their logged hours and wishlists. This means recommendations are shaped by the games you actually invest time in, not just what you sample.
Valve clarified that briefly trying a game for a few minutes won't meaningfully shift your algorithm, since the system mostly factors in titles you've spent a lot of time on. The feed is refreshed daily, with Valve re-training user-specific algorithms regularly to include the latest data.
- Recommendations based on recently-played games, similar player profiles, logged hours and wishlists
- Short play sessions have minimal impact on the algorithm
- Feed refreshes daily; algorithms are re-trained regularly
- Meaningful changes typically appear over an eight-week window
