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Steam

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Steam's top 10 nearest neighbors span game developers, gaming media, entertainment platforms, and peripheral hardware — with no single neighbor pulling far ahead of the rest.

The shape is flat: scores run from PC Gamer at 0.91 down to Ubisoft at 0.87, a range of just four points across ten neighbors. That compression means no one entity dominates; the audience looks like a broad gaming ecosystem rather than a tight niche. By subcategory, the top 10 breaks down as: two Game Developers (Bungie at 0.87, Ubisoft at 0.87), two Social Media platforms (Twitch at 0.89, Discord at 0.88), two Entertainment Platforms (Ask PlayStation at 0.88, Xbox Game Pass at 0.87), one Magazine (PC Gamer at 0.91), one Video Game Franchise (Assassin's Creed at 0.88), one Technology brand (Razer at 0.87), and one Actor (Stephen Amell at 0.88). The presence of Stephen Amell — the lone celebrity in the top 10 — alongside gaming infrastructure brands is the most cross-kind signal in the set. Steam itself is an Entertainment Platform, and three neighbors share that subcategory, but the majority of the cluster is composed of adjacent gaming-world entities rather than direct platform peers.

The flat, densely packed cluster reflects an audience whose shape is defined by the gaming ecosystem as a whole — platforms, developers, media, and hardware — rather than by any single corner of it.

Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

Attention graph /similar sample results  (free):
{ "handle": "steam", "title": "Steam", "category": "Brands", "subcategory": "Entertainment Platforms", "resolved": "steam", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "pcgamer", "title": "PC Gamer", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9118, "drivers": [ "F04", "Q06", "A02", "J02", "A01" ] }, { "handle": "twitch", "title": "Twitch", "category": "Brands", "subcategory": "Social Media", "similarity": 0.8926, "drivers": [ "A02", "F04", "J02", "Q06", "J01" ] }, { "handle": "stephenamell", "title": "Stephen Amell", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8831, "drivers": [ "F04", "J02", "J01", "A01", "A02" ] }, { "handle": "askplaystation", "title": "Ask PlayStation", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8811, "drivers": [ "J02", "A02", "F04", "A01", "J01" ] }, { "handle": "discord", "title": "Discord", "category": "Brands", "subcategory": "Social Media", "similarity": 0.8773, "drivers": [ "J02", "A02", "F04", "Q06", "A01" ] }, { "handle": "assassinscreed", "title": "Assassin's Creed", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8751, "drivers": [ "F04", "A02", "Q06", "J02", "A01" ] }, { "handle": "razer", "title": "Razer", "category": "Brands", "subcategory": "Technology", "similarity": 0.8737, "drivers": [ "A02", "Q06", "J02", "J01", "A01" ] }, { "handle": "bungie", "title": "Bungie", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8733, "drivers": [ "F04", "A02", "J02", "A01", "J01" ] }, { "handle": "xboxgamepass", "title": "Xbox Game Pass", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8723, "drivers": [ "J02", "A02", "Q06", "O03", "O02" ] }, { "handle": "ubisoft", "title": "Ubisoft", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8684, "drivers": [ "J02", "A02", "A01", "J01", "Q06" ] } ] }
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