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Chipotle Mexican Grill

Restaurants & Eateries
Fast Casual Dining
Playground →Docs

Chipotle Mexican Grill's top 10 neighbors span nine distinct subcategories — no single type dominates, and only one neighbor shares its Fast Casual Dining subcategory.

The shape is flat: scores run from 0.96 down to 0.91 within a tight band, with no single neighbor pulling sharply ahead. The leading neighbor is Juice & Smoothies at 0.96, followed by LensCrafters (Eyewear) at 0.95 and Fitness Centers & Gyms at 0.95. That pairing — a beverage category and an eyewear retailer sitting at the top — signals immediately that this audience is not organized around food preferences. European Wax Center (EWC) (Cosmetic Services, 0.94) and FedEx (Transport and Logistics, 0.93) extend the cross-kind pattern further. Rounding out the top 10 are Men's Apparel (0.93), Coffee & Tea (0.92), The Cheesecake Factory (Casual Dining, 0.91), Children's Education (0.91), and Audi (Car Makers, 0.91). The lone fellow Fast Casual Dining entity in the top 10 is absent — CAVA, the only Fast Casual Dining neighbor in the broader set, appears at position 40 (0.87), well outside the top 10.

The subcategory mix — fitness, eyewear, cosmetic services, logistics, apparel, automotive, education — points to an audience defined by a consistent lifestyle and errand pattern rather than by any single consumption 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": "chipotle-mexican-grill", "title": "Chipotle Mexican Grill", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "resolved": "chipotle-mexican-grill", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "juice-and-smoothies", "title": "Juice & Smoothies", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.9572, "drivers": [ "M01", "N01", "N02", "K01", "A03" ] }, { "handle": "lenscrafters", "title": "LensCrafters", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.9517, "drivers": [ "M01", "N02", "N01", "K01", "A02" ] }, { "handle": "fitness-centers-and-gyms", "title": "Fitness Centers & Gyms", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.9463, "drivers": [ "M01", "N02", "N01", "K01", "A01" ] }, { "handle": "european-wax-center-ewc", "title": "European Wax Center (EWC)", "category": "Services", "subcategory": "Cosmetic Services", "similarity": 0.9436, "drivers": [ "A01", "A03", "A02", "M01", "A04" ] }, { "handle": "fedex", "title": "FedEx", "category": "Industrial & Commercial Service", "subcategory": "Transport and Logistics", "similarity": 0.9326, "drivers": [ "G01", "G03", "A02", "N02", "N01" ] }, { "handle": "men-s-apparel", "title": "Men's Apparel", "category": "Apparel", "subcategory": "Mens Apparel", "similarity": 0.93, "drivers": [ "A01", "M01", "N01", "N02", "K01" ] }, { "handle": "coffee-and-tea", "title": "Coffee & Tea", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "similarity": 0.917, "drivers": [ "N02", "G01", "N01", "G03", "A02" ] }, { "handle": "cheesecake-factory", "title": "The Cheesecake Factory", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.9145, "drivers": [ "A03", "G03", "A01", "M01", "N02" ] }, { "handle": "children-s-education", "title": "Children's Education", "category": "Education", "subcategory": "Childrens Education", "similarity": 0.9145, "drivers": [ "A01", "M01", "N02", "N01", "K01" ] }, { "handle": "audi", "title": "Audi", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.914, "drivers": [ "G03", "A02", "A01", "N02", "N01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: