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Coffee & Tea

Restaurants & Eateries
Coffee and Tea
Playground →Docs

The top 10 nearest audiences for Coffee & Tea span nine distinct subcategories — a mix that reflects the flat shape of this entity's audience rather than any single defining community.

Starbucks (0.93) is the one neighbor that shares the Coffee and Tea subcategory, making it the closest structural match in kind. But the remaining nine neighbors come from entirely different domains: Chipotle Mexican Grill (0.92) represents Fast Casual Dining; Office Supplies & Services (0.91) and The UPS Store (0.90) both fall under Office Supplies and Services, the only subcategory appearing twice in the top 10; Petco (0.91) is Pet Supplies and Services; Fitness Centers & Gyms (0.90) and Volkswagen (0.90) add wellness and automotive; and Greta Thunberg (0.91) and Andrew Yang (0.90) bring Activists and Politicians into the set. FedEx (0.90) rounds out the group as Transport and Logistics. The scores themselves cluster tightly — from 0.93 down to 0.90 — with no single neighbor pulling significantly ahead of the rest.

What this shape indicates is an audience that doesn't belong to any one category cluster: it overlaps broadly with everyday service brands, civic figures, and consumer retail, without concentrating around the coffee-and-tea space itself.

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": "coffee-and-tea", "title": "Coffee & Tea", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "resolved": "coffee-and-tea", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "starbucks", "title": "Starbucks", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "similarity": 0.9302, "drivers": [ "G01", "G03", "A02", "I01", "N02" ] }, { "handle": "chipotle-mexican-grill", "title": "Chipotle Mexican Grill", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.917, "drivers": [ "N02", "G01", "N01", "G03", "A02" ] }, { "handle": "office-supplies-and-services", "title": "Office Supplies & Services", "category": "Retail", "subcategory": "Office Supplies and Services", "similarity": 0.9145, "drivers": [ "G01", "A02", "J01", "N02", "N01" ] }, { "handle": "petco", "title": "Petco", "category": "Retail", "subcategory": "Pet Supplies and Services", "similarity": 0.9136, "drivers": [ "N02", "N01", "A02", "G01", "O04" ] }, { "handle": "gretathunberg", "title": "Greta Thunberg", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9059, "drivers": [ "G01", "A02", "G03", "I01", "J01" ] }, { "handle": "fitness-centers-and-gyms", "title": "Fitness Centers & Gyms", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.9031, "drivers": [ "N02", "A04", "G01", "N01", "A02" ] }, { "handle": "volkswagen", "title": "Volkswagen", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9029, "drivers": [ "A04", "N01", "N02", "J01", "I01" ] }, { "handle": "andrewyang", "title": "Andrew Yang", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9009, "drivers": [ "G01", "A02", "G03", "I01", "N02" ] }, { "handle": "fedex", "title": "FedEx", "category": "Industrial & Commercial Service", "subcategory": "Transport and Logistics", "similarity": 0.9005, "drivers": [ "G01", "G03", "A02", "N02", "I01" ] }, { "handle": "ups-store", "title": "The UPS Store", "category": "Retail", "subcategory": "Office Supplies and Services", "similarity": 0.8996, "drivers": [ "A02", "G01", "J01", "N02", "J04" ] } ] }
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