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Taco John's

Restaurants & Eateries
QSR
Playground →Docs

Across the top 10 neighbors, no single entity dominates — the scores run from 0.95 down to 0.87 with no sharp drop-off, a broad shape where many audiences look roughly alike. The mix itself is the finding: it spans alcohol brands, a fellow QSR, a gas station chain, an actor, a news publisher, a combat sports TV show, an athlete, a tech gadget site, a headphone brand, and a guitar brand — almost no two neighbors share a subcategory.

PBR leads at 0.95, the strongest pull in the set, followed by Champs Chicken (0.91) — the only other QSR in the top 10. Speedway (0.91) is the lone Gas Stations entry. From there the neighbors scatter: Shailene Woodley (0.90, Actors), Indian Country Today (0.90, News Publishers), The Ultimate Fighter (0.89, TV Shows), Miesha Tate (0.88, Athletes), Cheddar Gadgets (0.88, Websites), Skullcandy (0.87, Technology), and Ibanez Guitars (0.87, Music). The Alcohol subcategory is the one thread that recurs across the broader 50-neighbor graph, but within the top 10 only PBR represents it — the rest of the cluster is genuinely heterogeneous.

What the shape reveals is an audience defined less by any single content category than by a consistent demographic texture that cuts across beer, fast food, gas stations, MMA, and rock music simultaneously.

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": "taco-john-s", "title": "Taco John's", "category": "Restaurants & Eateries", "subcategory": "QSR", "resolved": "taco-john-s", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "pbr", "title": "PBR", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.9535, "drivers": [ "N03", "M01", "L02", "N02", "P01" ] }, { "handle": "champs-chicken", "title": "Champs Chicken", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.9134, "drivers": [ "N03", "M01", "L02", "O01", "K01" ] }, { "handle": "speedway", "title": "Speedway", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.905, "drivers": [ "N03", "F03", "L02", "A06", "O01" ] }, { "handle": "shailenewoodley", "title": "Shailene Woodley", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8998, "drivers": [ "N03", "F03", "O04", "Q02", "Q04" ] }, { "handle": "indiancountry", "title": "Indian Country Today", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8983, "drivers": [ "N03", "M01", "A06", "N02", "O04" ] }, { "handle": "ultimatefighter", "title": "The Ultimate Fighter", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8928, "drivers": [ "N03", "A01", "G01", "A03", "J02" ] }, { "handle": "mieshatate", "title": "Miesha Tate", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.881, "drivers": [ "N03", "F03", "G01", "A02", "A01" ] }, { "handle": "cheddargadgets", "title": "Cheddar Gadgets", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.878, "drivers": [ "N03", "J02", "N02", "A02", "G03" ] }, { "handle": "skullcandy", "title": "Skullcandy", "category": "Brands", "subcategory": "Technology", "similarity": 0.8724, "drivers": [ "N03", "Q06", "A03", "A02", "F03" ] }, { "handle": "ibanezofficial", "title": "Ibanez Guitars", "category": "Brands", "subcategory": "Music", "similarity": 0.8659, "drivers": [ "N03", "J01", "F03", "G01", "J02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: