How to Interpret Your Results
The number everyone throws around is 10,000 wishlists before launch. That number comes from GameDiscoverCo's analysis of thousands of indie releases, and it roughly correlates with enough Day 1 sales to get meaningful placement in Steam's "New & Trending" and "Popular Upcoming" widgets. But the raw number is only half the story.
What actually matters is your velocity -- the rate at which wishlists are accelerating. A game at 8,000 wishlists with 200 new adds per day is in a far better position than one at 12,000 with only 30 per day. Steam's algorithm cares about momentum. If your weekly growth is climbing, the algorithm reads that as "people are getting excited about this" and starts showing you in more recommendation widgets.
Here's how the health scores work. Green means your current daily rate would hit your target comfortably before launch day -- you've got margin. Yellow means you're close, but one bad week could put you behind. Red means the math doesn't work: at your current pace, you won't make it unless something changes.
If you're in the yellow or red zone, don't panic -- but do act. The most common levers are: posting a compelling devlog with screenshots or a GIF (devlogs with visuals get 3-5x more engagement), participating in Steam Next Fest (which can add 5,000-30,000 wishlists in a week), or getting coverage from micro-streamers in your genre. A single viral TikTok showing gameplay can add thousands of wishlists overnight.
One thing I see too many devs get wrong: they set a launch date before they have the wishlists. If the math says you need 6 more months, give yourself 6 more months. Launching below 7,000 wishlists almost always means your game gets buried on Day 1, and recovering from a bad launch on Steam is brutally hard. The algorithm rewards strong launches, not slow burns.
Industry Benchmarks
10,000 wishlists is the commonly cited threshold for front-page visibility. Day 1 conversion averages ~5%, Week 1 ~20%, Year 1 ~60% (GameDiscoverCo data).
Part of the Steam Playbook
This tool is one piece of the puzzle
The full Steam Algorithm Playbook breaks down every signal the algorithm uses to decide which content gets visibility, with 6 interactive tools, real case studies, and step-by-step implementation guides.