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ABC's Revenge

Marketing Channels
TV Shows
Playground →Docs

The ten nearest neighbors to ABC's Revenge span six different subcategories — TV Shows, Department Stores, Websites, Athletes, Gas Stations, and TV Channels — with no single kind dominating the cluster.

The shape is flat: scores run from 0.88 down to 0.84 across the top ten, with no standout neighbor pulling away from the rest. Spirit Halloween leads at 0.88, a department store — not another TV show. CSI Miami on CBS follows at 0.88, the closest fellow TV Show in the set. 2 Broke Girls (0.87) and The Ultimate Fighter (0.86) round out the TV Show contingent in the top five, while Cheddar Gadgets (0.87), a tech-focused website, sits between them. Further down, Miesha Tate (0.85) and UFC Tonight (0.85) introduce a combat-sports thread — Athletes and TV Shows tied to MMA — alongside Speedway (0.84), a gas station chain, and AXS TV (0.84), a TV channel. Tallying the top ten: four TV Shows, one Department Store, two Websites, one Athlete, one Gas Station, and one TV Channel. No single subcategory commands the cluster, and the thematic range — from a seasonal retail brand to MMA programming to a convenience fuel stop — signals an audience whose shape is genuinely diffuse rather than genre-defined.

The flat, cross-category spread suggests Revenge drew an audience whose composition resembles a wide swath of mainstream American media consumption rather than a concentrated fan base organized around any one genre or interest.

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": "revenge", "title": "ABC's Revenge", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "revenge", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "spirithalloween", "title": "Spirit Halloween", "category": "Brands", "subcategory": "Department Stores", "similarity": 0.8804, "drivers": [ "N03", "N04", "H04", "J01", "A01" ] }, { "handle": "csimiami_cbs", "title": "CSI Miami on CBS", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.877, "drivers": [ "N03", "N04", "N02", "O03", "H04" ] }, { "handle": "2brokegirls", "title": "2 Broke Girls", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8697, "drivers": [ "N03", "O03", "H04", "A01", "J01" ] }, { "handle": "cheddargadgets", "title": "Cheddar Gadgets", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8651, "drivers": [ "N03", "N04", "N01", "N02", "H04" ] }, { "handle": "ultimatefighter", "title": "The Ultimate Fighter", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8611, "drivers": [ "N03", "A01", "J05", "H04", "N04" ] }, { "handle": "marshallamps", "title": "Marshall Amps", "category": "Brands", "subcategory": "Music", "similarity": 0.8555, "drivers": [ "N03", "N04", "H04", "F04", "J01" ] }, { "handle": "mieshatate", "title": "Miesha Tate", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8524, "drivers": [ "N03", "H04", "A01", "J01", "N04" ] }, { "handle": "ufctonight", "title": "UFC Tonight", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8497, "drivers": [ "N03", "H04", "A01", "A06", "Q06" ] }, { "handle": "speedway", "title": "Speedway", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8436, "drivers": [ "N03", "O02", "P03", "O03", "A06" ] }, { "handle": "axstv", "title": "AXS TV", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8432, "drivers": [ "N03", "F04", "H04", "N01", "K02" ] } ] }
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