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Wingstop

Restaurants & Eateries
QSR
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Wingstop's top 10 nearest neighbors contain no other QSR — the audience shape is defined almost entirely by discount retail, global soccer, and value apparel, with the lone fellow quick-service restaurant absent from the set entirely.

The shape is flat: scores run from 0.90 (Ross Stores) down to 0.86 (Apple) with no single dominant pull. The top three neighbors — Ross Stores (0.90), dd's DISCOUNTS (0.89), and Burlington (0.88) — are all value-oriented apparel and general merchandise retailers, a subcategory cluster that has no obvious thematic connection to chicken wings but clearly shares audience composition. Immediately behind them, FIFA.com (0.88) and UEFA Champions League (0.88) introduce a second thread: global soccer properties, reinforced by FC Barcelona (0.87) at position six. Together, the discount-retail and soccer-league clusters account for six of the top ten neighbors. The remaining four — Fat Kid Deals (0.87), Apple (0.86), Cristiano Ronaldo (0.86), and Neymar Jr (0.86) — span a deals website, a technology brand, and two individual soccer athletes, extending both threads rather than introducing new ones.

No other QSR appears in the top 10; the audience shape Wingstop shares most closely is that of value retail and international soccer fandom, not its own restaurant 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": "wingstop", "title": "Wingstop", "category": "Restaurants & Eateries", "subcategory": "QSR", "resolved": "wingstop", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "ross-stores", "title": "Ross Stores", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.9008, "drivers": [ "P03", "E03", "M01", "P06", "L02" ] }, { "handle": "dd-s-discounts", "title": "dd's DISCOUNTS", "category": "Big Box", "subcategory": "Discount Stores", "similarity": 0.8894, "drivers": [ "P03", "P04", "E03", "P06", "M01" ] }, { "handle": "burlington", "title": "Burlington", "category": "Apparel", "subcategory": "General", "similarity": 0.8844, "drivers": [ "M01", "P06", "M03", "P02", "L02" ] }, { "handle": "fifacom", "title": "FIFA.com", "category": "Organizations", "subcategory": "Sports Leagues", "similarity": 0.882, "drivers": [ "P03", "E03", "P04", "P02", "P06" ] }, { "handle": "championsleague", "title": "UEFA Champions League", "category": "Organizations", "subcategory": "Sports Leagues", "similarity": 0.8775, "drivers": [ "P03", "E03", "P02", "P04", "P06" ] }, { "handle": "fcbarcelona", "title": "FC Barcelona", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8729, "drivers": [ "P03", "E03", "P02", "P06", "P04" ] }, { "handle": "fatkiddeals", "title": "Fat Kid Deals", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8653, "drivers": [ "E03", "P03", "P04", "P02", "P06" ] }, { "handle": "apple", "title": "Apple", "category": "Brands", "subcategory": "Technology", "similarity": 0.8625, "drivers": [ "P03", "E03", "P04", "M01", "P02" ] }, { "handle": "cristiano", "title": "Cristiano Ronaldo", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8605, "drivers": [ "P02", "P03", "P06", "E03", "P04" ] }, { "handle": "neymarjr", "title": "Neymar Jr", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8603, "drivers": [ "P03", "P02", "E03", "P06", "P04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: