Share

Outback Steakhouse

Restaurants & Eateries
Casual Dining
Playground →Docs

Four of Outback Steakhouse's ten nearest neighbors are fellow casual dining restaurants, but the other six span retail and automotive — a cross-kind spread that defines the broad shape of this audience.

The similarity scores here measure how closely two entities' audiences resemble each other in composition; a score near 0.83 means the two draw audiences that look structurally alike, regardless of what the entities actually sell. Tropical Smoothie Café leads the set at 0.87, the only juice-and-smoothies entry in the top 10. The casual dining cluster — Bonefish Grill (0.83), Metro Diner (0.83), Carrabba's Italian Grill (0.83), and Moe's Southwest Grill (0.83) — sits tightly grouped just below, all within a two-point band.

What stands out is the non-restaurant half of the list. Batteries Plus Bulbs (0.82) and Tires Plus (0.80), both automotive parts and accessories retailers, rank sixth and eighth respectively — higher than several restaurant neighbors. Havertys (0.81), a furniture retailer, Clothes Mentor (0.80), a thrift store, and Dick's Sporting Goods (0.80) round out the ten. The spread across casual dining, automotive retail, furniture, thrift, and sporting goods — with no single category dominating — is the defining feature of a broad audience shape: the audience that follows Outback looks like the audience for a wide range of everyday, brick-and-mortar American retail and service brands.

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": "outback-steakhouse", "title": "Outback Steakhouse", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "resolved": "outback-steakhouse", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "tropical-smoothie-caf", "title": "Tropical Smoothie Café", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.8686, "drivers": [ "M01", "P03", "N01", "K01", "Q01" ] }, { "handle": "bonefish-grill", "title": "Bonefish Grill", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8349, "drivers": [ "K02", "M01", "N01", "J03", "K01" ] }, { "handle": "metro-diner", "title": "Metro Diner", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8333, "drivers": [ "M01", "K02", "K01", "P03", "D02" ] }, { "handle": "carrabba-s-italian-grill", "title": "Carrabba's Italian Grill", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8314, "drivers": [ "K02", "M01", "J02", "J05", "N01" ] }, { "handle": "moe-s-southwest-grill", "title": "Moe's Southwest Grill", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8312, "drivers": [ "P03", "M01", "K01", "N01", "I01" ] }, { "handle": "batteries-plus-bulbs", "title": "Batteries Plus Bulbs", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.8248, "drivers": [ "M01", "P03", "N01", "I01", "Q01" ] }, { "handle": "havertys", "title": "Havertys", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8143, "drivers": [ "M01", "N01", "K01", "L02", "M03" ] }, { "handle": "tires-plus", "title": "Tires Plus", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.8005, "drivers": [ "M01", "A06", "N01", "G01", "N02" ] }, { "handle": "clothes-mentor", "title": "Clothes Mentor", "category": "Retail", "subcategory": "Thrift Stores", "similarity": 0.8005, "drivers": [ "M01", "P03", "N01", "K01", "J03" ] }, { "handle": "dick-s-sporting-goods", "title": "Dick's Sporting Goods", "category": "Retail", "subcategory": "Sporting Goods and Outdoor Gear", "similarity": 0.7981, "drivers": [ "M01", "N01", "K01", "N02", "P03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: