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Whataburger (social)

Brands
Restaurant
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The top 10 neighbors for Whataburger (social) are dominated by Texas sports entities and regional brands — not other restaurants. Similarity here measures how closely two entities' audiences resemble each other in composition; a score near 1.0 means near-identical audience shape.

The scores span a tight band from 0.93 to 0.96, consistent with the flat shape: no single neighbor pulls away from the pack. Valero Energy leads at 0.96, a gas station brand, followed by Dallas Cowboys (0.96) and H-E-B (0.96), a grocery chain. Athletes account for three of the ten slots — Cole Beasley (0.95), Jason Witten (0.93), and Alex Bregman (0.93) — alongside sports teams Houston Astros (0.95) and the Cowboys. Rounding out the set are Texas Humor (0.95), a humor and meme account, Blogging The Boys (0.94), a blog, and Pluckers Wing Bar (0.93), the only other restaurant in the top 10.

Five of the ten neighbors are sports entities by subcategory — athletes or sports teams — while Whataburger's own Restaurant subcategory appears just once. The cluster reads as a Texas-regional identity audience: sports franchises, local athletes, a regional grocer, a fuel brand, and state-humor content all drawing from the same audience pool.

This shape suggests Whataburger's social audience is defined less by food-category affinity and more by a concentrated regional identity that cuts across sports, retail, and local culture.

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": "whataburger_social", "title": "Whataburger (social)", "category": "Brands", "subcategory": "Restaurant", "resolved": "whataburger_social", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "valero-energy", "title": "Valero Energy", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.9638, "drivers": [ "P02", "P06", "P01", "E04", "P04" ] }, { "handle": "dallascowboys", "title": "Dallas Cowboys", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.9614, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "heb", "title": "H-E-B", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.9595, "drivers": [ "P02", "P06", "P01", "E04", "P04" ] }, { "handle": "bease11", "title": "Cole Beasley", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9504, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "astros", "title": "Houston Astros", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.9477, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "texashumor", "title": "Texas Humor", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.9456, "drivers": [ "P02", "P01", "P06", "E04", "P04" ] }, { "handle": "bloggingtheboys", "title": "Blogging The Boys", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.9404, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "pluckers", "title": "Pluckers Wing Bar", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9347, "drivers": [ "P02", "P06", "P04", "P01", "E04" ] }, { "handle": "jasonwitten", "title": "Jason Witten", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9311, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "abreg_1", "title": "Alex Bregman", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9302, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: