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Oculus

Brands
Technology
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Oculus's top 10 neighbors span technology brands, tech-media websites, a TV show, and two actors — a mixed cluster with no single dominant pull and scores compressed into a narrow band from 0.92 down to 0.90.

The shape is flat: GitHub leads at 0.92, followed closely by Silicon Valley (the HBO series, 0.92), Kal Penn (0.91), Notion (0.91), and The Verge (0.91). Rounding out the top 10 are Signal (0.91), Yelp (0.90), bluesky (0.90), DEV Community (0.90), and Dribbble (0.90). By subcategory, the set breaks down as: three Technology brands (GitHub, Notion, Yelp), two Social Media brands (Signal, bluesky), two Websites (The Verge, DEV Community), one TV Show (Silicon Valley), one Actor (Kal Penn), and one Other brand (Dribbble). That's a genuinely mixed composition — no single subcategory commands the cluster. The two actors in the top 10, Kal Penn and the absence of any gaming or VR-adjacent entity, are the most structurally notable details: Oculus shares its audience shape more tightly with developer tools and tech-media than with anything in its own product space, and no other Technology subcategory neighbor dominates the set the way a spike shape would require.

The flat distribution across subcategories suggests an audience defined less by any single content vertical than by a broad, tech-literate profile that overlaps with developer communities, privacy-conscious platforms, and tech-culture media simultaneously.

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": "oculus", "title": "Oculus", "category": "Brands", "subcategory": "Technology", "resolved": "oculus", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "github", "title": "GitHub", "category": "Brands", "subcategory": "Technology", "similarity": 0.9194, "drivers": [ "G03", "G01", "A06", "G02", "A02" ] }, { "handle": "siliconhbo", "title": "Silicon Valley", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9181, "drivers": [ "G03", "G01", "A02", "G02", "A06" ] }, { "handle": "kalpenn", "title": "Kal Penn", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9149, "drivers": [ "G03", "G01", "A02", "E06", "G02" ] }, { "handle": "notionhq", "title": "Notion", "category": "Brands", "subcategory": "Technology", "similarity": 0.912, "drivers": [ "G03", "G01", "A06", "G02", "A02" ] }, { "handle": "verge", "title": "The Verge", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9091, "drivers": [ "G01", "G03", "A02", "A06", "I01" ] }, { "handle": "signalapp", "title": "Signal", "category": "Brands", "subcategory": "Social Media", "similarity": 0.907, "drivers": [ "G03", "G01", "G02", "A06", "A02" ] }, { "handle": "yelp", "title": "Yelp", "category": "Brands", "subcategory": "Technology", "similarity": 0.9019, "drivers": [ "G03", "G01", "A06", "E06", "A02" ] }, { "handle": "bluesky", "title": "bluesky", "category": "Brands", "subcategory": "Social Media", "similarity": 0.9016, "drivers": [ "G01", "G03", "A02", "I01", "G02" ] }, { "handle": "thepracticaldev", "title": "DEV Community", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8995, "drivers": [ "G03", "G01", "A06", "A02", "G02" ] }, { "handle": "dribbble", "title": "Dribbble", "category": "Brands", "subcategory": "Other", "similarity": 0.8993, "drivers": [ "G03", "G01", "A06", "A02", "I01" ] } ] }
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