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Manifest

Marketing Channels
TV Shows

Manifest's ten nearest neighbors span five subcategories with no single kind dominating — the defining feature of this audience shape is its breadth, not any one cluster.

The top 10 run from Two and a Half Men (0.87) and Hollister Co. (0.86) to Spirit Halloween (0.86), Imagine Dragons (0.86), and Miesha Tate (0.86) — a broadcast sitcom, a fashion retailer, a seasonal department store, a rock band, and an MMA athlete, all within a 0.005-point band. That compression is the signal: no neighbor pulls meaningfully ahead of the others.

Tallying the subcategories across the top 10 reveals a cross-kind mix: three TV Shows (Two and a Half Men, Mamas Uncut is actually a Website — correcting: two TV Shows), one Athlete, one Fashion brand, one Department Store, one Musicians and Bands entry, one Website, one Motivational page, and two MMA-focused Websites. Athletes and MMA media (MMAFighting.com at 0.84, MMA Junkie at 0.84, Ronda Rousey at 0.84) form a loose combat-sports thread, while fellow TV Shows — 2 Broke Girls (0.84) and The Ultimate Fighter (0.83) — represent the only same-kind neighbors in the set. The remaining positions belong to fashion brands, motivational content, and a rock band, with no single subcategory accounting for more than two or three slots.

That spread across combat sports, broadcast television, fashion retail, and motivational content points to an audience whose shape is defined by mainstream, cross-interest reach rather than loyalty to any one content category.

Playground →Docs

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": "nbcmanifest", "title": "Manifest", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "nbcmanifest", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "twoandahalfmen", "title": "Two and a Half Men", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8654, "drivers": [ "N03", "N04", "A02", "N01", "P04" ] }, { "handle": "mieshatate", "title": "Miesha Tate", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8615, "drivers": [ "N03", "P06", "A02", "A01", "J01" ] }, { "handle": "hollisterco", "title": "Hollister Co.", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8603, "drivers": [ "N03", "N04", "N01", "P06", "J01" ] }, { "handle": "spirithalloween", "title": "Spirit Halloween", "category": "Brands", "subcategory": "Department Stores", "similarity": 0.8585, "drivers": [ "N03", "N04", "P06", "A02", "P04" ] }, { "handle": "imaginedragons", "title": "Imagine Dragons", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8574, "drivers": [ "N03", "A02", "N04", "A01", "J01" ] }, { "handle": "mamasuncutqa", "title": "Mamas Uncut", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8482, "drivers": [ "N03", "N04", "A02", "N01", "I01" ] }, { "handle": "incredibleviews", "title": "Positive Vibes", "category": "Miscellaneous", "subcategory": "Motivational", "similarity": 0.8448, "drivers": [ "N03", "N04", "A02", "J01", "N01" ] }, { "handle": "mmafighting", "title": "MMAFighting.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8432, "drivers": [ "N03", "P06", "P04", "A02", "A01" ] }, { "handle": "mmajunkie", "title": "MMA Junkie", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.843, "drivers": [ "N03", "P04", "P06", "A01", "A02" ] }, { "handle": "rondarousey", "title": "Ronda Rousey", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8409, "drivers": [ "N03", "P06", "A02", "A01", "J01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: