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Menchie's

Restaurants & Eateries
Juice and Smoothies
Playground →Docs

Menchie's top 10 neighbors span six different categories — retail, apparel, entertainment, big box, grocery, and restaurants — with no single subcategory dominating the set. That breadth, compressed into a narrow similarity band from 0.86 down to 0.81, is the defining structural fact here.

The shape is flat: Movies & Theaters leads at 0.86, followed closely by BJ's Restaurants at 0.86 and Best Buy at 0.85. Victoria's Secret (0.85) and Costco Pharmacy (0.84) round out the top five. None of these pull away from the pack; the gap between first and tenth — Express at 0.81 — is less than five points. Menchie's own subcategory, Juice and Smoothies, does appear in the top 10 via the category-level entity Juice & Smoothies at 0.76, but it sits near the bottom of the set, not at the top. The neighbors that most closely mirror this audience are a movie-going venue, a casual dining chain, and an electronics retailer — a cross-kind mix that cuts across leisure, dining, and shopping rather than clustering around any one of them.

Apparel accounts for two of the top 10 — Victoria's Secret and ULTA Beauty (0.84) — while retail, entertainment, and restaurants each contribute one. The overall picture is a mainstream, mall-adjacent audience whose shape is shared broadly across consumer categories rather than anchored to any single one.

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": "menchie-s", "title": "Menchie's", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "resolved": "menchie-s", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "movies-and-theaters", "title": "Movies & Theaters", "category": "Entertainment & Leisure", "subcategory": "Movies and Theaters", "similarity": 0.8575, "drivers": [ "M01", "N02", "K01", "N01", "O04" ] }, { "handle": "bj-s-restaurants", "title": "BJ's Restaurants", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8553, "drivers": [ "M01", "N02", "N03", "N01", "K01" ] }, { "handle": "best-buy", "title": "Best Buy", "category": "Retail", "subcategory": "Electronics", "similarity": 0.8549, "drivers": [ "M01", "N02", "K01", "N01", "M03" ] }, { "handle": "victoria-s-secret", "title": "Victoria's Secret", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.8535, "drivers": [ "K01", "M01", "N02", "N01", "M03" ] }, { "handle": "costco-pharmacy", "title": "Costco Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.8448, "drivers": [ "N02", "M03", "N01", "N03", "K01" ] }, { "handle": "ulta-beauty", "title": "ULTA Beauty", "category": "Retail", "subcategory": "Beauty and Cosmetics", "similarity": 0.8433, "drivers": [ "N02", "K01", "M01", "N01", "M03" ] }, { "handle": "carter-s", "title": "Carter's", "category": "Apparel", "subcategory": "Childrens Apparel", "similarity": 0.8413, "drivers": [ "M01", "N02", "N03", "K01", "N01" ] }, { "handle": "sprouts-farmers-market", "title": "Sprouts Farmers Market", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8332, "drivers": [ "M01", "N02", "M03", "N01", "K01" ] }, { "handle": "target", "title": "Target", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.8255, "drivers": [ "N02", "N01", "K01", "M03", "M01" ] }, { "handle": "express", "title": "Express", "category": "Apparel", "subcategory": "General", "similarity": 0.8149, "drivers": [ "N03", "M01", "K01", "N02", "N01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: