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Bojangles'

Restaurants & Eateries
Casual Dining
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Bojangles' top 10 neighbors span six different categories — department stores, car washes, dining, financial services, fitness, and food retail — with no single subcategory dominating the set. That cross-category spread, compressed into a narrow similarity band from 0.89 down to 0.84, is the defining structural feature here.

The top neighbor is Belk (0.89), a department store — not another restaurant. Tidal Wave Auto Spa (0.89), a car wash and detailing service, sits just behind it. Zaxby's (0.88) is the highest-ranking restaurant in the set and the only food-service neighbor in the top three. Ruby Tuesday (0.86) is the one neighbor sharing Bojangles' own subcategory of Casual Dining. 1st Franklin Financial (0.85), a bank, and Workout Anytime (0.85), a fitness center, round out the top six — neither thematically adjacent to a quick-service chicken chain.

Pelican's SnoBalls (0.85), a specialty food retailer, Chipper Jones (0.85) and AJ McCarron (0.84), both athletes, and Food Lion (0.84), a general grocery chain, complete the ten. That's two athletes, one casual dining peer, one fast casual restaurant, one department store, one car wash, one bank, one gym, one specialty food retailer, and one grocery store — a mix that resists any single-category label.

The flat shape here reflects an audience whose composition is shared broadly across Southern-market retail, services, and media rather than concentrated around any one kind of entity.

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": "bojangles", "title": "Bojangles'", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "resolved": "bojangles", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "belk", "title": "Belk", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.8932, "drivers": [ "N03", "N02", "I01", "E06", "L04" ] }, { "handle": "tidal-wave-auto-spa", "title": "Tidal Wave Auto Spa", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.8852, "drivers": [ "N02", "N03", "K01", "L03", "Q01" ] }, { "handle": "zaxby-s", "title": "Zaxby's", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8846, "drivers": [ "N03", "L03", "I01", "E06", "P06" ] }, { "handle": "ruby-tuesday", "title": "Ruby Tuesday", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8595, "drivers": [ "N02", "K01", "L03", "M02", "L04" ] }, { "handle": "1st-franklin-financial", "title": "1st Franklin Financial", "category": "Financial", "subcategory": "Banks", "similarity": 0.8548, "drivers": [ "N02", "K01", "Q05", "N01", "N03" ] }, { "handle": "workout-anytime", "title": "Workout Anytime", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.852, "drivers": [ "K01", "N01", "N02", "L03", "K04" ] }, { "handle": "pelican-s-snoballs", "title": "Pelican's SnoBalls", "category": "Grocery & Food Retail", "subcategory": "Specialty", "similarity": 0.8477, "drivers": [ "M02", "K04", "N03", "N02", "I01" ] }, { "handle": "realcj10", "title": "Chipper Jones", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8467, "drivers": [ "N02", "M02", "L03", "E06", "I01" ] }, { "handle": "food-lion", "title": "Food Lion", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8446, "drivers": [ "N02", "N03", "E06", "E04", "Q01" ] }, { "handle": "10ajmccarron", "title": "AJ McCarron", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8444, "drivers": [ "N02", "M02", "L03", "N01", "Q05" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: