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Kitkat

Brands
Sweets
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Kitkat's ten nearest neighbors split almost evenly between fellow Sweets brands and quick-service restaurants, with snack Food rounding out the set — a composition that holds tight across a narrow similarity band from 0.97 to 0.99.

Snickers leads at 0.99, followed by Frito-Lay N. America (0.98) and KFC (social) (0.98). Four of the ten neighbors are Sweets brands — Snickers, Skittles, Butterfinger, and Hershey's — and four are Restaurants: KFC, Pizza Hut, McDonald's, and Burger King. The remaining two, Doritos and Frito-Lay, are Food. No Athletes, TV properties, or non-brand entities appear in the top 10. The cross-kind finding here is the restaurant cluster: four fast-food chains sit as close to Kitkat's audience shape as its direct candy-aisle peers, suggesting the audience that follows this Sweets brand looks structurally similar to the audience that follows mass-market QSR chains — not just other confectionery.

The flat shape and compressed score range indicate an audience with no single dominant affinity anchor, but one that maps consistently onto mainstream, high-reach consumer food and restaurant brands.

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": "kitkat", "title": "Kitkat", "category": "Brands", "subcategory": "Sweets", "resolved": "kitkat", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "snickers", "title": "Snickers", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9901, "drivers": [ "N03", "N04", "O03", "Q05", "O04" ] }, { "handle": "fritolay", "title": "Frito-Lay N. America", "category": "Brands", "subcategory": "Food", "similarity": 0.9817, "drivers": [ "N03", "Q05", "N04", "O03", "O04" ] }, { "handle": "kfc_social", "title": "KFC (social)", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9777, "drivers": [ "N03", "Q05", "N04", "O03", "O04" ] }, { "handle": "doritos", "title": "Doritos", "category": "Brands", "subcategory": "Food", "similarity": 0.9766, "drivers": [ "N04", "O03", "Q05", "N03", "O04" ] }, { "handle": "skittles", "title": "Skittles", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9766, "drivers": [ "N03", "N04", "Q05", "O03", "O04" ] }, { "handle": "pizzahut", "title": "Pizza Hut", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9742, "drivers": [ "N03", "Q05", "N04", "O03", "O04" ] }, { "handle": "mcdonalds", "title": "McDonald's", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9735, "drivers": [ "N03", "N04", "Q05", "O03", "Q08" ] }, { "handle": "butterfinger", "title": "Butterfinger", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9734, "drivers": [ "N03", "N04", "O03", "Q05", "O02" ] }, { "handle": "burgerking", "title": "Burger King", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9732, "drivers": [ "Q05", "N03", "O03", "N04", "O04" ] }, { "handle": "hersheys", "title": "Hershey's", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9709, "drivers": [ "N04", "O03", "Q05", "N03", "Q08" ] } ] }
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