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Nestlé US

Brands
Food
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The top 10 neighbors for Nestlé US are entirely consumer packaged goods brands — no media, no retail, no celebrities — and the scores compress into a tight band from 0.88 to 0.93, the signature of a broad-shape audience with no single dominant pull.

Six of the ten neighbors carry a Food subcategory: Nestlé (0.93), Campbell Soup Co (0.92), Kellogg Company (0.89), Butterball (0.89), Cheerios (0.89), and Hidden Valley Ranch (0.88). Two neighbors are Beverages — Sunkist (0.90) and Nesquik (0.89) — and two are Sweets: Hostess Snacks (0.88) and Blue Bunny (0.88). The pattern is almost entirely same-kind: a food brand whose nearest audiences are shaped by other food and adjacent consumable brands. The Beverages and Sweets entries extend the cluster at the margins but don't break its character. Similarity here measures audience composition overlap, and across all ten neighbors that composition is remarkably consistent — a broad, undifferentiated CPG audience rather than one anchored to any single brand or niche.

The shape reflects an audience that tracks the mainstream grocery aisle as a whole, not any one corner of it.

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": "nestleusa", "title": "Nestlé US", "category": "Brands", "subcategory": "Food", "resolved": "nestleusa", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "nestle", "title": "Nestlé", "category": "Brands", "subcategory": "Food", "similarity": 0.9316, "drivers": [ "O03", "N04", "N03", "O04", "Q08" ] }, { "handle": "campbellsoupco", "title": "Campbell Soup Co", "category": "Brands", "subcategory": "Food", "similarity": 0.9236, "drivers": [ "O03", "N03", "N04", "O04", "Q08" ] }, { "handle": "sunkist", "title": "Sunkist", "category": "Brands", "subcategory": "Beverages", "similarity": 0.8951, "drivers": [ "O03", "N03", "N04", "O04", "Q08" ] }, { "handle": "kelloggcompany", "title": "Kellogg Company", "category": "Brands", "subcategory": "Food", "similarity": 0.8927, "drivers": [ "O03", "N03", "O04", "N04", "Q06" ] }, { "handle": "butterball", "title": "Butterball", "category": "Brands", "subcategory": "Food", "similarity": 0.8919, "drivers": [ "N04", "O03", "O04", "N03", "Q08" ] }, { "handle": "nesquik", "title": "Nesquik", "category": "Brands", "subcategory": "Beverages", "similarity": 0.8906, "drivers": [ "O03", "N04", "N03", "O02", "Q05" ] }, { "handle": "cheerios", "title": "Cheerios", "category": "Brands", "subcategory": "Food", "similarity": 0.89, "drivers": [ "O03", "N03", "N04", "O04", "O02" ] }, { "handle": "hostess_snacks", "title": "Hostess Snacks", "category": "Brands", "subcategory": "Sweets", "similarity": 0.8835, "drivers": [ "O03", "N03", "O04", "N04", "Q08" ] }, { "handle": "hvranch", "title": "Hidden Valley Ranch", "category": "Brands", "subcategory": "Food", "similarity": 0.8813, "drivers": [ "N04", "O03", "N03", "Q08", "O04" ] }, { "handle": "blue_bunny", "title": "Blue Bunny", "category": "Brands", "subcategory": "Sweets", "similarity": 0.8793, "drivers": [ "O03", "N03", "O04", "N04", "Q08" ] } ] }
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