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Goldfish®

Brands
Food
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Goldfish®'s top 10 nearest neighbors are a tight cluster of mainstream packaged-food and beverage brands — no single entity pulls far ahead of the rest, and the spread across the set is narrow.

The shape is flat: scores run from Cheerios at 0.90 down to Campbell Soup Co at 0.85, a range of only five points across ten neighbors. Hidden Valley Ranch sits at 0.89, Hostess Snacks at 0.87, and Duncan Hines at 0.86 — all within a band that signals a broadly shared audience composition rather than a concentrated affinity with any one brand. Similarity here measures how closely two entities' audiences resemble each other in shape; these scores say the people who follow Goldfish® look compositionally similar to the people who follow a wide range of grocery staples and snack brands.

Seven of the ten neighbors carry a Food subcategory, with Mountain Dew (0.86) and Nesquik (0.86) the two Beverages entries, and Hostess Snacks the lone Sweets brand in the set. Notably, Pepperidge Farm — the parent brand of Goldfish® itself — appears at 0.85, the eighth position, which places it well within the cluster rather than at its head. No celebrities, media properties, or non-food brands appear anywhere in the top 10.

The flat shape across a nearly all-Food neighbor set points to an audience that is broadly mainstream within the packaged grocery space, with no structural niche pulling it toward any single brand or category.

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": "goldfishsmiles", "title": "Goldfish®", "category": "Brands", "subcategory": "Food", "resolved": "goldfishsmiles", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "cheerios", "title": "Cheerios", "category": "Brands", "subcategory": "Food", "similarity": 0.9003, "drivers": [ "N03", "O03", "Q06", "O02", "N04" ] }, { "handle": "hvranch", "title": "Hidden Valley Ranch", "category": "Brands", "subcategory": "Food", "similarity": 0.885, "drivers": [ "N03", "Q06", "N04", "O03", "Q05" ] }, { "handle": "hostess_snacks", "title": "Hostess Snacks", "category": "Brands", "subcategory": "Sweets", "similarity": 0.865, "drivers": [ "O03", "N03", "O04", "Q06", "N04" ] }, { "handle": "realduncanhines", "title": "Duncan Hines", "category": "Brands", "subcategory": "Food", "similarity": 0.8627, "drivers": [ "O04", "N03", "O03", "N04", "K01" ] }, { "handle": "mountaindew", "title": "Mountain Dew", "category": "Brands", "subcategory": "Beverages", "similarity": 0.8603, "drivers": [ "Q06", "O03", "N04", "O02", "J02" ] }, { "handle": "nesquik", "title": "Nesquik", "category": "Brands", "subcategory": "Beverages", "similarity": 0.8592, "drivers": [ "O03", "N04", "N03", "Q06", "O02" ] }, { "handle": "kelloggsus", "title": "Kellogg's", "category": "Brands", "subcategory": "Food", "similarity": 0.8581, "drivers": [ "O03", "Q06", "Q05", "O04", "K01" ] }, { "handle": "pepperidgefarm", "title": "Pepperidge Farm", "category": "Brands", "subcategory": "Food", "similarity": 0.8536, "drivers": [ "N03", "Q06", "N04", "O04", "O03" ] }, { "handle": "sunkist", "title": "Sunkist", "category": "Brands", "subcategory": "Beverages", "similarity": 0.8512, "drivers": [ "Q06", "N03", "O03", "O04", "N04" ] }, { "handle": "campbellsoupco", "title": "Campbell Soup Co", "category": "Brands", "subcategory": "Food", "similarity": 0.8508, "drivers": [ "N03", "O03", "Q06", "O04", "N04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: