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H-E-B

Brands
Grocery and Superstores
Playground →Docs

Texas sports teams and Texas restaurants dominate H-E-B's nearest audiences — not other grocery chains. Across the top 10 neighbors, similarity scores range from 0.96 down to 0.89, a narrow band with no single outlier pulling far ahead, which is the structural signature of a broad shape.

Whataburger (social) leads at 0.96, followed by Pluckers Wing Bar at 0.94 — both Restaurant subcategory brands. Then come Houston Astros at 0.93 and San Antonio Spurs at 0.92, both Sports Teams. Valero Energy (Gas Stations, 0.93) is the one non-sports, non-restaurant entry in the upper tier. Texas Humor (Humor Memes and Satire, 0.92) and Greg Abbott (Politicians, 0.90) round out the top 10, adding a regional-identity and political dimension. No other Grocery and Superstores entity appears anywhere in the top 10 — the audience shape H-E-B shares most closely belongs to Texas-rooted restaurants, sports franchises, and regional culture accounts, not to grocery competitors.

The cross-kind pattern here is the defining finding: an entity classified as Grocery and Superstores whose nearest audiences are overwhelmingly Sports Teams and Restaurants, with a regional-identity thread running through nearly every neighbor. This suggests the audience is organized less around a retail category and more around a specific geographic and cultural identity.

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": "heb", "title": "H-E-B", "category": "Brands", "subcategory": "Grocery and Superstores", "resolved": "heb", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "whataburger_social", "title": "Whataburger (social)", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9595, "drivers": [ "P02", "P06", "P01", "E04", "P04" ] }, { "handle": "pluckers", "title": "Pluckers Wing Bar", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9379, "drivers": [ "P02", "P06", "P01", "P04", "E04" ] }, { "handle": "astros", "title": "Houston Astros", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.9301, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "valero-energy", "title": "Valero Energy", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.9289, "drivers": [ "P02", "P06", "P01", "E04", "P04" ] }, { "handle": "spurs", "title": "San Antonio Spurs", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.9247, "drivers": [ "P06", "P02", "E04", "P01", "F02" ] }, { "handle": "texashumor", "title": "Texas Humor", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.919, "drivers": [ "P02", "P06", "P01", "E04", "P04" ] }, { "handle": "gregabbott_tx", "title": "Greg Abbott", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9, "drivers": [ "P06", "P02", "P01", "E04", "P04" ] }, { "handle": "manuginobili", "title": "Manu Ginobili", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8977, "drivers": [ "P06", "P02", "E04", "P01", "I05" ] }, { "handle": "texasfootball", "title": "Texas Football", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8965, "drivers": [ "P02", "P01", "P06", "E04", "F02" ] }, { "handle": "abreg_1", "title": "Alex Bregman", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8908, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: