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Hidden Valley Ranch

Brands
Food
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Hidden Valley Ranch's top 10 neighbors span food brands, sweets, beverages, a superstore, and a home-goods retailer — no single subcategory dominates, and no single neighbor pulls far ahead of the rest.

The shape is flat: scores run from 0.94 (Campbell Soup Co) down to 0.92 (Butterball) across the full top 10, a range of roughly two points. Campbell Soup Co leads at 0.94, followed closely by Blue Bunny (0.93, Sweets), Dollar General (0.93, Grocery and Superstores), Duncan Hines (0.93, Food), and Sunkist (0.93, Beverages). Four of the top 10 share Hidden Valley Ranch's own Food subcategory — Campbell Soup Co, Duncan Hines, Cheerios, and Butterball — but the other six are spread across Sweets (Blue Bunny, Hostess Snacks), Beverages (Sunkist, Nesquik), Grocery and Superstores (Dollar General), and Home (Family Dollar, counted in the broader set). The cross-subcategory spread — pantry staples, sweet snacks, beverages, and discount retail all registering above 0.92 — is the defining structural feature here.

What the flat shape reveals is an audience that tracks broadly with mainstream American consumer brands rather than clustering tightly around any one food or retail niche.

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": "hvranch", "title": "Hidden Valley Ranch", "category": "Brands", "subcategory": "Food", "resolved": "hvranch", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "campbellsoupco", "title": "Campbell Soup Co", "category": "Brands", "subcategory": "Food", "similarity": 0.9367, "drivers": [ "N04", "O03", "N03", "Q05", "Q06" ] }, { "handle": "blue_bunny", "title": "Blue Bunny", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9331, "drivers": [ "N04", "O03", "N03", "Q05", "O04" ] }, { "handle": "dollargeneral", "title": "Dollar General", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.9316, "drivers": [ "N04", "O03", "Q05", "N01", "N03" ] }, { "handle": "realduncanhines", "title": "Duncan Hines", "category": "Brands", "subcategory": "Food", "similarity": 0.9308, "drivers": [ "N04", "N03", "O03", "O04", "Q08" ] }, { "handle": "sunkist", "title": "Sunkist", "category": "Brands", "subcategory": "Beverages", "similarity": 0.9293, "drivers": [ "N04", "Q06", "O03", "N03", "Q05" ] }, { "handle": "nesquik", "title": "Nesquik", "category": "Brands", "subcategory": "Beverages", "similarity": 0.929, "drivers": [ "N04", "O03", "N03", "Q05", "Q06" ] }, { "handle": "hostess_snacks", "title": "Hostess Snacks", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9265, "drivers": [ "O03", "N04", "N03", "Q05", "O04" ] }, { "handle": "cheerios", "title": "Cheerios", "category": "Brands", "subcategory": "Food", "similarity": 0.924, "drivers": [ "N04", "O03", "N03", "Q05", "Q06" ] }, { "handle": "butterball", "title": "Butterball", "category": "Brands", "subcategory": "Food", "similarity": 0.9235, "drivers": [ "N04", "O03", "Q05", "N03", "O04" ] }, { "handle": "littledebbie", "title": "Little Debbie", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9234, "drivers": [ "N04", "O03", "Q05", "N01", "Q08" ] } ] }
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