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Lilly Singh at 0.75 is the sharpest cross-kind signal in Nvidia's top 10 — a comedian sitting between a dense cluster of technology brands and a secondary group of entertainment and sports entities.

The shape is two-peak. The first and stronger peak is a tight band of Technology-subcategory brands: Intel leads at 0.79, followed by Microsoft at 0.77, App Store at 0.77, and Qualcomm at 0.73. These are Nvidia's own kind — hardware and platform brands — and they form the core of the neighbor set. The second peak is structurally different: San Francisco 49ers at 0.72, Chilling Adventures of Sabrina at 0.71, and Ming-Na Wen at 0.71 represent Sports Teams, TV Shows, and Actors respectively — none of them technology. Lilly Singh bridges these two clusters, sitting at 0.75 between the tech core and the entertainment fringe. OnePlus at 0.73 and Sony Electronics at 0.69 round out the technology side, keeping the first peak well-populated.

The two-peak structure suggests Nvidia's audience is not purely a hardware enthusiast crowd — it carries a secondary entertainment and pop-culture layer that pulls the neighbor set meaningfully away from a pure tech cluster.

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": "nvidia", "title": "Nvidia", "category": "Brands", "subcategory": "Technology", "resolved": "nvidia", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "intel", "title": "Intel", "category": "Brands", "subcategory": "Technology", "similarity": 0.7882, "drivers": [ "A06", "E06", "M01", "G02", "J05" ] }, { "handle": "microsoft", "title": "Microsoft", "category": "Brands", "subcategory": "Technology", "similarity": 0.771, "drivers": [ "A06", "E06", "N03", "J05", "G02" ] }, { "handle": "appstore", "title": "App Store", "category": "Brands", "subcategory": "Technology", "similarity": 0.7665, "drivers": [ "A06", "N03", "E06", "I01", "M01" ] }, { "handle": "lilly", "title": "Lilly Singh", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7462, "drivers": [ "A06", "E06", "I01", "J05", "Q01" ] }, { "handle": "qualcomm", "title": "Qualcomm", "category": "Brands", "subcategory": "Technology", "similarity": 0.7332, "drivers": [ "A06", "E06", "Q08", "A03", "G02" ] }, { "handle": "oneplus", "title": "OnePlus", "category": "Brands", "subcategory": "Technology", "similarity": 0.7278, "drivers": [ "E06", "A06", "P03", "G02", "J05" ] }, { "handle": "49ers", "title": "San Francisco 49ers", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.7174, "drivers": [ "A06", "N03", "E06", "G02", "E05" ] }, { "handle": "sabrinanetflix", "title": "Chilling Adventures of Sabrina", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7061, "drivers": [ "A06", "N03", "E06", "J05", "Q06" ] }, { "handle": "mingna", "title": "Ming-Na Wen", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7059, "drivers": [ "A06", "N03", "E06", "N01", "J05" ] }, { "handle": "sonyelectronics", "title": "Sony Electronics", "category": "Brands", "subcategory": "Technology", "similarity": 0.6948, "drivers": [ "E06", "A06", "P03", "I05", "B03" ] } ] }
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