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Chili's Grill & Bar

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Restaurant
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Chili's Grill & Bar's nearest ten neighbors are almost entirely other restaurants — eight of the ten share the same subcategory — with scores running from 0.95 down to 0.91 in a tight band that defines the flat shape here.

IHOP (social) leads at 0.95, followed closely by Sonic Drive-In at 0.95 and Little Caesars Pizza at 0.93. Papa John's Pizza (0.92), Olive Garden (0.92), TGI Fridays (0.92), and Domino's Pizza (0.91) round out the restaurant cluster — a mix of casual dining, fast food, and delivery chains whose audiences all map closely to Chili's. The two non-restaurant entries are Walmart (social) at 0.94, the only Grocery and Superstores brand in the top 10, and Pringles at 0.91, the lone Food subcategory entry. Lucky Day, a Video Game Franchises brand, sits at 0.92 — the one genuinely cross-category neighbor in the set. No single neighbor pulls away from the pack; the spread across all ten is less than four points, confirming a cluster defined by density rather than any dominant pull.

The overall picture is an audience tightly anchored in mainstream food and dining brands, with no structural outlier strong enough to suggest a secondary identity.

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": "chilis", "title": "Chili's Grill & Bar", "category": "Brands", "subcategory": "Restaurant", "resolved": "chilis", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "ihop_social", "title": "IHOP (social)", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9481, "drivers": [ "Q05", "O03", "O04", "A02", "Q08" ] }, { "handle": "sonicdrivein", "title": "Sonic Drive-In", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9461, "drivers": [ "Q05", "O04", "O03", "A02", "N04" ] }, { "handle": "walmart_social", "title": "Walmart (social)", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.9396, "drivers": [ "Q05", "O04", "O03", "N04", "A02" ] }, { "handle": "littlecaesars", "title": "Little Caesars Pizza", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.925, "drivers": [ "O04", "Q05", "O03", "A02", "N04" ] }, { "handle": "papajohns", "title": "Papa John's Pizza", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9237, "drivers": [ "Q05", "O04", "O03", "N04", "A02" ] }, { "handle": "olivegarden", "title": "Olive Garden", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.923, "drivers": [ "Q05", "O04", "O03", "A02", "Q08" ] }, { "handle": "luckydayapp", "title": "Lucky Day", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.9199, "drivers": [ "O04", "O03", "Q05", "Q08", "N04" ] }, { "handle": "tgifridays", "title": "TGI Fridays", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9181, "drivers": [ "Q05", "O04", "O03", "Q08", "A02" ] }, { "handle": "pringles", "title": "Pringles", "category": "Brands", "subcategory": "Food", "similarity": 0.9082, "drivers": [ "Q05", "O04", "O03", "N04", "A02" ] }, { "handle": "dominos", "title": "Domino's Pizza", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9062, "drivers": [ "O04", "Q05", "O03", "Q08", "A02" ] } ] }
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