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Walmart World

Brands
Grocery and Superstores
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Walmart World's top 10 neighbors span five distinct subcategories — Grocery and Superstores, Department Stores, Athletes, Restaurant, and Food — with no single neighbor pulling far ahead of the rest. Similarity scores run from 0.93 at the top to 0.91 at the bottom, a band of roughly two points across all ten positions.

The shape is flat. Walmart (social) leads at 0.93, followed closely by Kmart at 0.92 — the two same-kind or adjacent retail neighbors in the top 10. What makes the cluster unusual is the immediate presence of professional wrestling athletes: Booker T. Huffman at 0.92, Mark Henry at 0.92, and Trinity Fatu at 0.92 sit within fractions of a point of those retail brands. Quiznos (social) at 0.92 and Red Lobster at 0.91 represent the Restaurant subcategory, while Lay's at 0.91 and Popsicle at 0.92 bring in Food and Sweets. Beth Phoenix at 0.91 rounds out the set as a fifth Athlete neighbor.

The subcategory tally across the top 10 is: Athletes (4), Restaurant (2), Grocery and Superstores (1), Department Stores (1), Food (1), Sweets (1). No single subcategory dominates, and the near-parity between mass-retail brands and professional wrestling athletes is the defining structural feature of this audience shape.

The flat distribution and cross-kind composition suggest an audience that is broadly mainstream rather than organized around any single content vertical or retail 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": "walmartworld", "title": "Walmart World", "category": "Brands", "subcategory": "Grocery and Superstores", "resolved": "walmartworld", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "walmart_social", "title": "Walmart (social)", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.9275, "drivers": [ "Q05", "N04", "O04", "Q08", "Q02" ] }, { "handle": "kmart", "title": "Kmart", "category": "Brands", "subcategory": "Department Stores", "similarity": 0.9242, "drivers": [ "Q05", "O04", "Q02", "Q08", "N04" ] }, { "handle": "bookert5x", "title": "Booker T. Huffman", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9219, "drivers": [ "O04", "Q05", "Q08", "N04", "Q02" ] }, { "handle": "themarkhenry", "title": "Mark Henry", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9217, "drivers": [ "O04", "Q05", "Q08", "N04", "O03" ] }, { "handle": "naomiwwe", "title": "Trinity Fatu", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9184, "drivers": [ "Q05", "O04", "Q08", "Q02", "N04" ] }, { "handle": "quiznos_social", "title": "Quiznos (social)", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9156, "drivers": [ "Q05", "O04", "Q08", "Q02", "O03" ] }, { "handle": "popsicle", "title": "Popsicle", "category": "Brands", "subcategory": "Sweets", "similarity": 0.9153, "drivers": [ "Q05", "O04", "N04", "O03", "Q08" ] }, { "handle": "redlobster", "title": "Red Lobster", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9149, "drivers": [ "Q05", "O04", "Q08", "N04", "Q02" ] }, { "handle": "lays", "title": "Lay's", "category": "Brands", "subcategory": "Food", "similarity": 0.9113, "drivers": [ "Q05", "O04", "N04", "Q08", "O03" ] }, { "handle": "thebethphoenix", "title": "Beth Phoenix", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9112, "drivers": [ "Q05", "O04", "Q08", "O03", "N04" ] } ] }
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