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Kotaku

Marketing Channels
Websites
Playground →Docs

Zack Snyder is the single strongest pull in Kotaku's top 10, scoring 0.87 — higher than any game developer, streaming platform, or fellow website in the set. That a film director classified as an Artist sits at the top of a gaming website's similarity graph is the defining structural fact here.

The shape is broad: nine of the ten neighbors score between 0.80 and 0.84, with no sharp drop-off after the leader. The cluster spans a wide range of subcategories — adidas Originals (Footwear, 0.83), Netflix (Entertainment Platforms, 0.83), Santa Monica Studio (Game Developers, 0.82), Marvel Entertainment (Entertainment, 0.81), Adult Swim (TV Channels, 0.81), Hideo Kojima (Tech Personalities, 0.81), H&M (Fashion, 0.81), HBO Max (TV Channels, 0.81), and Brie Larson (Actors, 0.81). Only one neighbor — Santa Monica Studio — shares Kotaku's own subcategory of game-adjacent content, and even that is a Game Developer rather than a Website. Comic Book Resources, the one other Website in the top 10, appears at position ten (0.79).

The mix of footwear brands, film studios, streaming platforms, actors, and a fashion retailer alongside game developers signals an audience whose shape is defined less by gaming as a vertical than by a broader pop-culture and entertainment orientation that happens to include games.

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": "kotaku", "title": "Kotaku", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "kotaku", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "zacksnyder", "title": "Zack Snyder", "category": "Celebrities and Influencers", "subcategory": "Artists", "similarity": 0.8705, "drivers": [ "P03", "N03", "E03", "I01", "E06" ] }, { "handle": "adidasoriginals", "title": "adidas Originals", "category": "Brands", "subcategory": "Footwear", "similarity": 0.8329, "drivers": [ "P03", "Q01", "E06", "N03", "I01" ] }, { "handle": "netflix", "title": "Netflix", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8303, "drivers": [ "J05", "P03", "M01", "I01", "J02" ] }, { "handle": "sonysantamonica", "title": "Santa Monica Studio", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8247, "drivers": [ "P03", "E06", "Q01", "E05", "J02" ] }, { "handle": "marvel", "title": "Marvel Entertainment", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.8137, "drivers": [ "N03", "P03", "E03", "J02", "F04" ] }, { "handle": "adultswim", "title": "Adult Swim", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8137, "drivers": [ "P03", "Q01", "I01", "M01", "E05" ] }, { "handle": "hideo_kojima_en", "title": "Hideo Kojima", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.8113, "drivers": [ "N03", "P03", "E06", "E03", "Q01" ] }, { "handle": "hm", "title": "H&M", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8098, "drivers": [ "N03", "Q01", "I01", "E06", "P03" ] }, { "handle": "hbomax", "title": "HBO Max", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8094, "drivers": [ "N03", "P03", "Q01", "E06", "I01" ] }, { "handle": "brielarson", "title": "Brie Larson", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8075, "drivers": [ "N03", "I01", "F04", "P03", "M01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: