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Total Wine & More

Grocery & Food Retail
Alcoholic Beverages
Playground →Docs

Total Wine & More's nearest audiences span beauty salons, fitness studios, mid-range hotels, and casual dining — with no other alcoholic beverage retailer appearing in the top 10, and no single neighbor pulling far ahead of the rest.

The shape is flat: scores run from Massage Envy at 0.93 down to Cosmetic Services at 0.90, a band of just three points across all ten neighbors. The subcategory mix tells the real story. Three neighbors are Beauty Salons and Spas — Massage Envy (0.93), Sola Salon Studios (0.91), and European Wax Center (EWC) (0.91) — making personal care services the single most represented subcategory. Fitness Centers and Gyms follow, with Orangetheory Fitness (0.91) and Club Pilates (0.91) both present. Mid-range Hotels contribute Homewood Suites by Hilton (0.92). Rounding out the ten are LensCrafters (0.91, Eyewear), Juice & Smoothies (0.91, Juice and Smoothies), Nordstrom Rack (0.90, General Apparel), and Cosmetic Services (0.90). The pattern is consistent: service-oriented, experience-driven categories — not grocery, not spirits brands, not other beverage retail.

The audience this retailer draws looks structurally like the audience for upscale personal services and boutique fitness, not like the audience for its own product 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": "total-wine-and-more", "title": "Total Wine & More", "category": "Grocery & Food Retail", "subcategory": "Alcoholic Beverages", "resolved": "total-wine-and-more", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "massage-envy", "title": "Massage Envy", "category": "Services", "subcategory": "Beauty Salons and Spas", "similarity": 0.9343, "drivers": [ "A03", "M01", "N01", "M03", "A06" ] }, { "handle": "homewood-suites-by-hilton", "title": "Homewood Suites by Hilton", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.9202, "drivers": [ "N01", "G03", "H02", "M03", "M01" ] }, { "handle": "lenscrafters", "title": "LensCrafters", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.9103, "drivers": [ "M01", "N01", "N02", "K01", "M03" ] }, { "handle": "juice-and-smoothies", "title": "Juice & Smoothies", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.9098, "drivers": [ "N01", "M01", "N02", "A03", "A06" ] }, { "handle": "orangetheory-fitness", "title": "Orangetheory Fitness", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.9097, "drivers": [ "A03", "M01", "K01", "N01", "N02" ] }, { "handle": "sola-salon-studios", "title": "Sola Salon Studios", "category": "Services", "subcategory": "Beauty Salons and Spas", "similarity": 0.9069, "drivers": [ "N01", "M03", "M01", "A01", "N04" ] }, { "handle": "european-wax-center-ewc", "title": "European Wax Center (EWC)", "category": "Services", "subcategory": "Cosmetic Services", "similarity": 0.9063, "drivers": [ "A03", "A01", "M01", "N01", "M03" ] }, { "handle": "club-pilates", "title": "Club Pilates", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.9057, "drivers": [ "A03", "A01", "A06", "M01", "N01" ] }, { "handle": "nordstrom-rack", "title": "Nordstrom Rack", "category": "Apparel", "subcategory": "General", "similarity": 0.904, "drivers": [ "A06", "A03", "G03", "N01", "M03" ] }, { "handle": "cosmetic-services", "title": "Cosmetic Services", "category": "Services", "subcategory": "Cosmetic Services", "similarity": 0.9031, "drivers": [ "A03", "A01", "M01", "M03", "N01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: