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United Propane Gas

Convenience & Fuel
Gas Stations
Playground →Docs

The top 10 neighbors for United Propane Gas span apparel, fuel retail, outdoors brands, country musicians, a quick-service restaurant, and a TV channel — a mix that resists reduction to any single category, which is exactly what a flat shape looks like in practice.

The two nearest neighbors are Factory Connection (0.88) and Shoe Sensation (0.88), both apparel retailers, followed closely by Par Mar Stores (0.88), a fellow Gas Stations subcategory entry. That three-way near-tie at the top sets the tone: no single neighbor pulls away from the pack. Buck Commander (0.86) and Bass Pro Shops (0.85) represent the Outdoors subcategory, while Realtree (0.85) adds a third Outdoors brand just outside the top five. Pizza Pro (0.85) is the lone QSR in the top 10, and Justin Moore (0.85) is the lone Musicians and Bands entry. Outdoor Channel (0.85) and MFA Oil (0.85) round out the set — a TV channel and a second Gas Stations peer, respectively.

Tallying subcategories across the 10: Outdoors brands (3), Gas Stations (2), Apparel (2), and one each of QSR, Musicians and Bands, and TV Channels. The center entity's own subcategory — Gas Stations — accounts for only two of the ten neighbors, meaning the audience shape is defined less by fuel-retail peers than by a consistent rural and outdoor-lifestyle cluster that cuts across retail, entertainment, and media.

This flat, cross-category spread signals an audience whose composition is coherent enough to match many different kinds of entities at nearly the same level, rather than clustering tightly around any one type.

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": "united-propane-gas", "title": "United Propane Gas", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "resolved": "united-propane-gas", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "factory-connection", "title": "Factory Connection", "category": "Apparel", "subcategory": "General", "similarity": 0.8769, "drivers": [ "N01", "M04", "N04", "M03", "K01" ] }, { "handle": "shoe-sensation", "title": "Shoe Sensation", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.8767, "drivers": [ "N01", "M03", "M04", "K01", "N04" ] }, { "handle": "par-mar-stores", "title": "Par Mar Stores", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8762, "drivers": [ "K01", "N01", "M04", "M03", "N04" ] }, { "handle": "buck_commander", "title": "Buck Commander", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8581, "drivers": [ "N01", "M04", "N04", "M03", "K01" ] }, { "handle": "pizza-pro", "title": "Pizza Pro", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8544, "drivers": [ "N01", "K01", "M03", "N04", "M04" ] }, { "handle": "justincolemoore", "title": "Justin Moore", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.854, "drivers": [ "N01", "M04", "M03", "N04", "K01" ] }, { "handle": "outdchannel", "title": "Outdoor Channel", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8535, "drivers": [ "N01", "K01", "M04", "M03", "N04" ] }, { "handle": "mfa-oil", "title": "MFA Oil", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8524, "drivers": [ "K01", "N01", "M03", "N04", "M04" ] }, { "handle": "bassproshops", "title": "Bass Pro Shops", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8469, "drivers": [ "N01", "M04", "K01", "N04", "M03" ] }, { "handle": "realtree", "title": "Realtree", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.845, "drivers": [ "N01", "M04", "M03", "N04", "K01" ] } ] }
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