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Geoffrey Zakarian

Celebrities and Influencers
TV Personalities
Playground →Docs

Geoffrey Zakarian's top 10 neighbors split almost evenly between two subcategories — TV Personalities and Comedians — with no single entity pulling far ahead of the rest. That balance, across a broad similarity shape, is the defining structural feature of this audience.

The four TV Personalities in the top 10 are the closest matches overall: Alex Guarnaschelli leads at 0.92, followed by Bobby Flay at 0.88, Giada De Laurentiis at 0.85, and Adam Richman at 0.82. These are the same-kind neighbors, and their scores form a descending staircase rather than a sharp drop — consistent with the broad shape. Four comedians then fill out the bottom half of the top 10: Billy Crystal at 0.82, Ron Howard at 0.81 (the lone Director in the set), John Cleese at 0.81, John Fugelsang at 0.80, and Lewis Black at 0.80 — with Mrs. Betty Bowers, a Humor Memes and Satire account, sitting at 0.81 between the two clusters. The scores from position 5 through 10 span only 0.02, which is the hallmark of a flat-topped broad distribution.

The cross-kind presence of comedians and satire at near-parity with food TV personalities suggests this audience is shaped as much by a sensibility — older, entertainment-oriented, politically engaged — as by culinary interest alone.

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": "gzchef", "title": "Geoffrey Zakarian", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "resolved": "gzchef", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "guarnaschelli", "title": "Alex Guarnaschelli", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.92, "drivers": [ "P02", "A02", "P06", "A06", "G01" ] }, { "handle": "bflay", "title": "Bobby Flay", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8793, "drivers": [ "A02", "J02", "P02", "H04", "P06" ] }, { "handle": "gdelaurentiis", "title": "Giada De Laurentiis", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8537, "drivers": [ "A02", "J02", "J04", "F04", "G01" ] }, { "handle": "adamrichman", "title": "Adam Richman", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8242, "drivers": [ "A02", "P02", "G01", "M01", "F04" ] }, { "handle": "billycrystal", "title": "Billy Crystal", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8206, "drivers": [ "A02", "J04", "P02", "F04", "G01" ] }, { "handle": "realronhoward", "title": "Ron Howard", "category": "Celebrities and Influencers", "subcategory": "Directors", "similarity": 0.8147, "drivers": [ "A02", "P02", "F04", "H04", "P06" ] }, { "handle": "bettybowers", "title": "Mrs. Betty Bowers", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.8098, "drivers": [ "A02", "P02", "G01", "J04", "J02" ] }, { "handle": "johncleese", "title": "John Cleese", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8082, "drivers": [ "A02", "G01", "P02", "J04", "P06" ] }, { "handle": "johnfugelsang", "title": "John Fugelsang", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8047, "drivers": [ "A02", "G01", "J04", "P02", "P06" ] }, { "handle": "thelewisblack", "title": "Lewis Black", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8017, "drivers": [ "P02", "F04", "A02", "P06", "J04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: