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Hungry Howie's Pizza & Subs

Restaurants & Eateries
QSR
Playground →Docs

The top 10 neighbors for Hungry Howie's Pizza & Subs span five distinct subcategories — no single kind dominates — which is the defining feature of a broad audience shape. Similarity here measures how closely two entities' audiences resemble each other in composition; a score near 0.87 indicates very strong overlap.

Applebee's leads at 0.87, the only Casual Dining entry in the top 10. Below it, the set fractures quickly across kinds: Club Carwash (0.84, Car Wash and Detailing), the Detroit Tigers (0.84, Sports Teams), Cedar Point (0.83, Destinations), and Arby's (0.83, QSR) — the lone fellow QSR in the top 10. 84 Lumber (0.82, Home Improvement and Hardware) and the Detroit Red Wings (0.82, Sports Teams) follow, with the Cleveland Browns (0.82, Sports Teams) and two athletes — Ben Roethlisberger (0.82) and Ryan Shazier (0.82) — rounding out the set. Sports Teams account for three of the ten neighbors, and athletes for two more, making Midwest and mid-Atlantic sports fandom the most consistent thread across the cluster. The presence of a car wash chain, a regional amusement park, and a home improvement retailer alongside those sports entities signals that the audience overlap is driven by a shared regional and lifestyle profile rather than any single category affinity.

The broad shape here reflects an audience that is geographically concentrated enough to surface strong overlap with a wide range of local and regional brands, from Detroit-area sports franchises to Ohio-based destinations.

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": "hungry-howie-s-pizza-and-subs", "title": "Hungry Howie's Pizza & Subs", "category": "Restaurants & Eateries", "subcategory": "QSR", "resolved": "hungry-howie-s-pizza-and-subs", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "applebee-s", "title": "Applebee's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8727, "drivers": [ "L02", "F03", "D03", "O01", "O02" ] }, { "handle": "club-carwash", "title": "Club Carwash", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.8447, "drivers": [ "F03", "D03", "L02", "B03", "O03" ] }, { "handle": "tigers", "title": "Detroit Tigers", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8396, "drivers": [ "D03", "F03", "L02", "O04", "K01" ] }, { "handle": "cedarpoint", "title": "Cedar Point", "category": "Brands", "subcategory": "Destinations", "similarity": 0.828, "drivers": [ "D03", "F03", "L02", "O02", "O03" ] }, { "handle": "arby-s", "title": "Arby's", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8254, "drivers": [ "L02", "F03", "O01", "O02", "O03" ] }, { "handle": "84-lumber", "title": "84 Lumber", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.8236, "drivers": [ "O01", "F03", "M03", "O02", "N04" ] }, { "handle": "detroitredwings", "title": "Detroit Red Wings", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.82, "drivers": [ "D03", "F03", "L02", "O04", "K01" ] }, { "handle": "browns", "title": "Cleveland Browns", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8198, "drivers": [ "D03", "F03", "O01", "L02", "O02" ] }, { "handle": "_bigben7", "title": "Ben Roethlisburger", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.819, "drivers": [ "O01", "D03", "O02", "F03", "A06" ] }, { "handle": "ryanshazier", "title": "Ryan Shazier", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8161, "drivers": [ "O01", "D03", "O02", "F03", "L02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: