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Tribute Portfolio

Hospitality & Lodging
Mid-range Hotels
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Tribute Portfolio's ten nearest neighbors span women's apparel, home furnishings, a hair salon, a stationery retailer, and a dessert brand — with only two fellow mid-range hotels in the set. Similarity here measures how closely two entities' audiences resemble each other in composition; a score of 0.91 means the audiences look nearly identical in shape, regardless of what the entities actually are.

The scores run from 0.88 to 0.91, a narrow band consistent with the flat shape: no single neighbor dominates. Free People (0.91) and AC Hotel (0.91) sit at the top, separated by less than a rounding step. West Elm (0.90) and Kimpton Hotels & Restaurants (0.89) follow closely, with Drybar (0.89), Cambria Suites (0.89), and Paper Source (0.89) rounding out the middle tier. Poynter (0.88), Betches (0.88), and Ben & Jerry's (0.88) close the top 10.

The subcategory mix — womens apparel, home goods, hair salons, office supplies, education, websites, and confectioneries — points to a lifestyle-and-retail audience shape rather than a hospitality-defined one. Only AC Hotel and Cambria Suites share Tribute Portfolio's own Mid-range Hotels subcategory; the remaining eight neighbors come from entirely different sectors. That cross-kind breadth is the defining structural feature of this audience.

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": "tribute-portfolio", "title": "Tribute Portfolio", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "resolved": "tribute-portfolio", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "free-people", "title": "Free People", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.91, "drivers": [ "G01", "A02", "H02", "H04", "G03" ] }, { "handle": "ac-hotel", "title": "AC Hotel", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.9069, "drivers": [ "G03", "G01", "H02", "A02", "H04" ] }, { "handle": "west-elm", "title": "West Elm", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.8951, "drivers": [ "A02", "G01", "G03", "H02", "H04" ] }, { "handle": "kimpton-hotels-and-restaurants", "title": "Kimpton Hotels & Restaurants", "category": "Hospitality & Lodging", "subcategory": "Luxury Hotels", "similarity": 0.8938, "drivers": [ "G01", "G03", "A02", "H02", "J02" ] }, { "handle": "drybar", "title": "Drybar", "category": "Services", "subcategory": "Hair Salons and Barber Shops", "similarity": 0.8881, "drivers": [ "G01", "A02", "G03", "H02", "J02" ] }, { "handle": "cambria-suites", "title": "Cambria Suites", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8863, "drivers": [ "G01", "A02", "G03", "H02", "J02" ] }, { "handle": "paper-source", "title": "Paper Source", "category": "Retail", "subcategory": "Office Supplies and Services", "similarity": 0.886, "drivers": [ "G01", "A02", "G03", "H02", "H04" ] }, { "handle": "poynter", "title": "Poynter", "category": "Organizations", "subcategory": "Education", "similarity": 0.8848, "drivers": [ "G01", "A02", "G03", "H02", "H04" ] }, { "handle": "betchesluvthis", "title": "Betches", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8831, "drivers": [ "G01", "A02", "G03", "H02", "H04" ] }, { "handle": "ben-and-jerry-s", "title": "Ben & Jerry's", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.8772, "drivers": [ "G01", "H04", "A02", "G03", "J02" ] } ] }
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