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American Dad

Marketing Channels
TV Shows

The top 10 neighbors for American Dad are a mix of wrestlers, fast-food chains, and pop musicians — no single entity pulls away from the pack, and the scores span only 0.95 to 0.92 across the set.

The shape is flat: Mickie James leads at 0.95, followed closely by Natalie Neidhart-Wilson (0.94) and Rob Van Dam (0.94), but no one neighbor dominates. Tallying the subcategories across the top 10 reveals a clear structural pattern: seven of the ten neighbors are Athletes, all of them professional wrestlers. The remaining three are Pepsi (Beverages, 0.94), Saraya-Jade Bevis (Paige) (Reality TV Stars, 0.94), and Pamela Martinez (Athletes, 0.94). No other TV Shows appear in the top 10 — the only fellow TV Show in the broader neighbor set visible here is WWE Universe at position 11 (0.94). The cross-kind finding is the headline: American Dad, a TV Show, draws an audience whose shape is defined almost entirely by professional wrestling figures and wrestling-adjacent brands, not by other animated or scripted programming.

That alignment — a scripted comedy whose nearest audience profiles belong to a sport-entertainment ecosystem — suggests the two properties share a viewer base whose composition looks nearly identical regardless of the 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": "americandadtbs", "title": "American Dad", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "americandadtbs", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "mickiejames", "title": "Mickie James", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9512, "drivers": [ "N03", "N04", "O03", "Q06", "Q08" ] }, { "handle": "natbynature", "title": "Natalie Neidhart-Wilson", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9446, "drivers": [ "N03", "N04", "O03", "Q06", "Q08" ] }, { "handle": "therealrvd", "title": "Rob Van Dam", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9445, "drivers": [ "N03", "N04", "O03", "Q06", "Q08" ] }, { "handle": "pepsi", "title": "Pepsi", "category": "Brands", "subcategory": "Beverages", "similarity": 0.9438, "drivers": [ "N03", "O03", "N04", "O04", "Q08" ] }, { "handle": "realpaigewwe", "title": "Saraya-Jade Bevis (Paige)", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9428, "drivers": [ "N03", "N04", "O03", "Q06", "Q08" ] }, { "handle": "itsbayleywwe", "title": "Pamela Martinez", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9426, "drivers": [ "N03", "O03", "N04", "Q06", "Q08" ] }, { "handle": "trishstratuscom", "title": "Trish Stratus", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9424, "drivers": [ "N03", "O03", "N04", "Q08", "Q06" ] }, { "handle": "niajaxwwe", "title": "Nia Jax", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9412, "drivers": [ "N03", "Q08", "O03", "O04", "N04" ] }, { "handle": "sashabankswwe", "title": "Sasha Banks", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9412, "drivers": [ "N03", "Q08", "Q06", "O03", "N04" ] }, { "handle": "wwerollins", "title": "Seth Rollins", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9395, "drivers": [ "N03", "O03", "N04", "Q08", "Q06" ] } ] }
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