Free tool

Steam Discovery Grader

Drop in your Steam AppID. We compare your tag profile against games already in our database and show you exactly which high-traffic tags are excluding you from Steam's "More Like This" recommendation queue.

Find your AppID in the URL on your Steam store page: store.steampowered.com/app/570

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The score is the Jaccard similarity between your game's top-20 tag profile and the tag profiles of competitors in your sub-genre. For your tag set A and a competitor set B:

J(A, B) = |A ∩ B| ÷ |A ∪ B|

A score near 1.0 means your tags overlap heavily with games already winning the "More Like This" queue. A low score means high-traffic tags in your sub-genre are absent from your profile — so Steam's recommendation algorithm has fewer paths to surface your game. The "missing tags" above are the high-frequency tags present across your competitors but absent from your own profile, ranked by corpus frequency.