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Handel's Home Made Ice Cream

Restaurants & Eateries
Bakeries Desserts and Confectioneries
Playground →Docs

Pet Supplies Plus sits at the top of Handel's nearest neighbor set (0.79), making a pet retail chain the single strongest audience overlap for a regional ice cream brand — a cross-kind pairing that sets the tone for the entire top 10. The shape is two-peak: Pet Supplies Plus and Notre Dame Football (0.79) form two distinct poles, with the remaining neighbors clustering beneath them.

The top 10 breaks down almost entirely into cross-kind neighbors. Athletes dominate by subcategory count — Trevor Bauer (0.77), Jim Harbaugh (0.74), and Joe Thomas (0.74) all appear — alongside sports teams (Notre Dame Football at 0.79, Cleveland Indians at 0.75) and one general grocery store, Wegmans Food Markets (0.77). Jet's Pizza (0.77) is the only other Restaurants & Eateries entry in the top 10, and its subcategory is Fast Casual Dining — not Bakeries, Desserts and Confectioneries. The regional footprint is legible in the data: Ohio and Midwest-anchored properties — Cleveland Indians, Cedar Point (0.73), Rich Eisen (0.72) — recur across the lower half of the set. No other dessert or confectionery brand appears in the top 10.

The two-peak structure, bridging a pet supply retailer and a college football program, points to an audience defined less by food category than by a specific regional, sports-adjacent consumer profile.

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": "handel-s-home-made-ice-cream", "title": "Handel's Home Made Ice Cream", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "resolved": "handel-s-home-made-ice-cream", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "pet-supplies-plus", "title": "Pet Supplies Plus", "category": "Retail", "subcategory": "Pet Supplies and Services", "similarity": 0.79, "drivers": [ "D03", "B03", "F03", "N03", "F01" ] }, { "handle": "ndfootball", "title": "Notre Dame Football", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.789, "drivers": [ "B03", "D03", "F03", "O02", "B04" ] }, { "handle": "baueroutage", "title": "Trevor Bauer", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.774, "drivers": [ "D03", "B03", "F03", "F01", "P02" ] }, { "handle": "wegmans-food-markets", "title": "Wegmans Food Markets", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7695, "drivers": [ "D03", "B03", "F01", "F03", "N03" ] }, { "handle": "jet-s-pizza", "title": "Jet's Pizza", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.7655, "drivers": [ "D03", "F03", "B03", "F01", "A05" ] }, { "handle": "indians", "title": "Cleveland Indians", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.7456, "drivers": [ "D03", "F03", "B03", "F01", "O02" ] }, { "handle": "coachjim4um", "title": "Jim Harbaugh", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.7414, "drivers": [ "D03", "F03", "B03", "B04", "P02" ] }, { "handle": "joethomas73", "title": "Joe Thomas", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.7365, "drivers": [ "D03", "F03", "B03", "F01", "O02" ] }, { "handle": "cedarpoint", "title": "Cedar Point", "category": "Brands", "subcategory": "Destinations", "similarity": 0.7262, "drivers": [ "D03", "F03", "B03", "O03", "O02" ] }, { "handle": "richeisen", "title": "Rich Eisen", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7248, "drivers": [ "D03", "B03", "F03", "B04", "P02" ] } ] }
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