Share

Adam Lambert

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Pete Wentz sits at the top of Adam Lambert's neighbor set at 0.89, but the more telling structural fact is how wide the similarity band runs: the top 10 spans musicians, TV channels, TV shows, actors, a TV personality, reality TV stars, and a magazine, with no single subcategory dominating.

The shape is broad. Pete Wentz (0.89) leads, followed closely by Discovery (0.88) — a TV channel, not a musician — and 2 Broke Girls (0.86). Emma Roberts (0.86) and Kelly Osbourne (0.85) round out the top five. That's two musicians, one TV channel, one actor, and one TV personality in the first five positions alone. Further down, Two and a Half Men (0.85), Nicole Polizzi (0.85), and High Times (0.85) extend the cross-kind spread. FANGORIA (0.84) and Jim Carrey (0.84) close out the top 10. Of the ten neighbors, only Pete Wentz shares Lambert's own subcategory of Musicians and Bands — the rest are drawn from five other subcategories across three different categories. This is a distinctly cross-kind audience shape: the people who follow Adam Lambert also track mainstream TV programming, reality personalities, and genre media at comparable rates.

The breadth here signals an audience that doesn't cluster tightly around any single entertainment vertical.

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": "adamlambert", "title": "Adam Lambert", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "adamlambert", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "petewentz", "title": "Pete Wentz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8917, "drivers": [ "N03", "O03", "N04", "Q06", "A01" ] }, { "handle": "discovery", "title": "Discovery", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8848, "drivers": [ "N03", "N04", "A01", "Q06", "O03" ] }, { "handle": "2brokegirls", "title": "2 Broke Girls", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.861, "drivers": [ "N03", "O03", "N04", "O02", "A01" ] }, { "handle": "robertsemma", "title": "Emma Roberts", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.857, "drivers": [ "N03", "A01", "O03", "A05", "N04" ] }, { "handle": "kellyosbourne", "title": "Kelly Osbourne", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8528, "drivers": [ "N03", "N04", "O03", "H04", "A01" ] }, { "handle": "twoandahalfmen", "title": "Two and a Half Men", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8488, "drivers": [ "N03", "N04", "O03", "Q06", "O02" ] }, { "handle": "snooki", "title": "Nicole Polizzi", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8477, "drivers": [ "N03", "N04", "A01", "O03", "A05" ] }, { "handle": "high_times_mag", "title": "High Times", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8472, "drivers": [ "N03", "O03", "N04", "Q06", "A05" ] }, { "handle": "fangoria", "title": "FANGORIA", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.843, "drivers": [ "N03", "Q06", "O03", "N04", "A01" ] }, { "handle": "jimcarrey", "title": "Jim Carrey", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8385, "drivers": [ "N03", "Q06", "O03", "A05", "H04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: