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Carvel

Restaurants & Eateries
Bakeries Desserts and Confectioneries
Playground →Docs

Costco and Baskin Robbins form two distinct poles in Carvel's top 10 — a big-box retailer at 0.87 and a direct dessert-category peer at 0.86 — and the rest of the neighbor set fans out from those two anchors rather than converging on a single type.

The shape is two-peak. Costco (0.87) leads narrowly over Baskin Robbins (0.86), with the category aggregate Bakeries, Desserts & Confectioneries close behind at 0.85. From there, the top 10 diversifies sharply: Valley Bank (0.83) and Costco Gasoline (0.83) represent banking and fuel, while Mandee (0.82), Macy's (0.81), and Chevron Extra Mile (0.81) add women's apparel, department retail, and a second gas station. Chase (0.80) and Bank of America (0.80) round out the set, bringing the bank count in the top 10 to three. Only two of the ten neighbors — Baskin Robbins and the Bakeries aggregate — share Carvel's own subcategory. The remaining eight span five different categories: Financial, Big Box, Convenience & Fuel, Retail, and Apparel. The Costco cluster (Costco proper plus Costco Gasoline) suggests one audience neighborhood built around membership-style, high-frequency errand behavior; the Baskin Robbins cluster points to a second neighborhood defined by dessert-category loyalty.

The two-peak structure indicates Carvel's audience is pulled between a broad everyday-errand profile and a dessert-specific one — two distinct behavioral shapes that happen to converge on the same brand.

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": "carvel", "title": "Carvel", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "resolved": "carvel", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "costco", "title": "Costco", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.8662, "drivers": [ "A06", "E06", "I01", "B02", "E03" ] }, { "handle": "baskin-robbins", "title": "Baskin Robbins", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.8589, "drivers": [ "E06", "I01", "A06", "E03", "B02" ] }, { "handle": "bakeries-desserts-and-confectioneries", "title": "Bakeries, Desserts & Confectioneries", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.8456, "drivers": [ "E06", "I01", "A06", "B02", "E03" ] }, { "handle": "valley-bank", "title": "Valley Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.8347, "drivers": [ "E06", "I01", "A06", "B02", "A04" ] }, { "handle": "costco-gasoline", "title": "Costco Gasoline", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8328, "drivers": [ "A06", "E06", "B02", "E05", "G02" ] }, { "handle": "mandee", "title": "Mandee", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.8238, "drivers": [ "A06", "E05", "I01", "E06", "B02" ] }, { "handle": "macy-s", "title": "Macy's", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.8126, "drivers": [ "E06", "A06", "I01", "E03", "N01" ] }, { "handle": "chevron-extra-mile", "title": "Chevron Extra Mile", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.805, "drivers": [ "A06", "E06", "E03", "N03", "N01" ] }, { "handle": "chase", "title": "Chase", "category": "Financial", "subcategory": "Banks", "similarity": 0.8007, "drivers": [ "E06", "I01", "A06", "B02", "J04" ] }, { "handle": "bank-of-america", "title": "Bank of America", "category": "Financial", "subcategory": "Banks", "similarity": 0.7995, "drivers": [ "E06", "I01", "A06", "M01", "M03" ] } ] }
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