Bubba's 33 Audience Graph • Social Signal

At 0.86, Sam's Club Fuel Center is the strongest pull in Bubba's 33's top 10 — and it isn't a restaurant. Sam's Club follows immediately at 0.85, making the two Sam's Club properties the closest audience neighbors to this casual dining chain, ahead of any fellow sit-down restaurant.

The shape is two-peak: one cluster anchored by the Sam's Club pair, and a second formed by casual dining neighbors — Cheddar's Scratch Kitchen (0.83), Hooters (0.80), and Olive Garden (0.80). Between those two clusters sits a band of automotive and entertainment venues: Take 5 Oil Change (0.80), Urban Air Trampoline Park (0.80), and Car Wash & Detailing (0.80). Cinemark Theatres (0.80) and Academy Sports + Outdoors (0.79) round out the ten. Only three of the ten neighbors share Bubba's 33's own Casual Dining subcategory; the majority are drawn from retail, automotive services, and entertainment — categories with no thematic overlap but clearly convergent audience composition.

The overall picture is an audience that bridges value-oriented big-box retail and mainstream casual dining, with automotive and family entertainment venues occupying the same audience neighborhood.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

https://graphs.socialsignal.ai/similar/bubba-s-33

{ "handle": "bubba-s-33", "title": "Bubba's 33", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "resolved": "bubba-s-33", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "sam-s-club-fuel-center", "title": "Sam's Club Fuel Center", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8608, "drivers": [ "I01", "Q01", "A02", "G03", "G01" ] }, { "handle": "sam-s-club", "title": "Sam's Club", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.8464, "drivers": [ "A02", "G03", "I01", "G01", "Q01" ] }, { "handle": "cheddar-s-scratch-kitchen", "title": "Cheddar's Scratch Kitchen", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8312, "drivers": [ "N03", "A02", "M01", "I01", "J04" ] }, { "handle": "cinemark-theatres", "title": "Cinemark Theatres", "category": "Entertainment & Leisure", "subcategory": "Movies and Theaters", "similarity": 0.8044, "drivers": [ "P02", "P06", "E04", "N03", "J02" ] }, { "handle": "hooters", "title": "Hooters", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8032, "drivers": [ "M01", "N03", "A02", "E04", "M03" ] }, { "handle": "take-5-oil-change", "title": "Take 5 Oil Change", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.7991, "drivers": [ "Q01", "I01", "E05", "A02", "G03" ] }, { "handle": "urban-air-trampoline-park", "title": "Urban Air Trampoline Park", "category": "Entertainment & Leisure", "subcategory": "Entertainment Centers", "similarity": 0.7984, "drivers": [ "N03", "F04", "A02", "J02", "M01" ] }, { "handle": "olive-garden", "title": "Olive Garden", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7962, "drivers": [ "M01", "K01", "A02", "N03", "N02" ] }, { "handle": "car-wash-and-detailing", "title": "Car Wash & Detailing", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.7952, "drivers": [ "I01", "Q01", "M01", "A02", "G03" ] }, { "handle": "academy-sports-outdoors", "title": "Academy Sports + Outdoors", "category": "Retail", "subcategory": "Sporting Goods and Outdoor Gear", "similarity": 0.7902, "drivers": [ "E04", "N03", "P06", "I01", "E06" ] } ] }

Full Attention graph /similarity /affinity /demographics available with API key:

https://graphs.socialsignal.ai/v1/attention/similar/bubba-s-33

Bubba's 33

Nearest neighbors by audience shape

Raw data