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ampm

Convenience & Fuel
Convenience Stores
Playground →Docs

QSR chains dominate ampm's nearest audiences — not other convenience stores.

Across the top 10 neighbors, seven carry a Restaurants & Eateries category, and five of those are QSR: Green Burrito leads at 0.78, followed by Jack in the Box at 0.75, Del Taco at 0.74, and Carl's Jr. at 0.73. Wienerschnitzel (0.73, Casual Dining) rounds out the restaurant cluster. The remaining five neighbors span four different categories: America's Tire (Automotive, 0.73), Stanton Optical (Eyewear, 0.72), El Super and La Michoacana Meat Market (both General Grocery Stores, 0.71 and 0.71), and Tutti Frutti (Bakeries Desserts and Confectioneries, 0.71). No other Convenience Store appears in the top 10 — ampm's own subcategory is entirely absent from its nearest neighbors. The shape is broad: scores run from 0.78 down to 0.71 with no single dominant pull, and the category mix is genuinely varied.

What this reveals is an audience whose shape is defined less by the convenience-store format and more by the quick-service and value-retail ecosystem surrounding it.

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": "ampm", "title": "ampm", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "resolved": "ampm", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "green-burrito", "title": "Green Burrito", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.782, "drivers": [ "M03", "O04", "Q02", "Q04", "N03" ] }, { "handle": "jack-in-box", "title": "Jack in the Box", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7527, "drivers": [ "M03", "L02", "Q04", "P04", "E03" ] }, { "handle": "del-taco", "title": "Del Taco", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7369, "drivers": [ "E03", "L02", "M03", "Q02", "O04" ] }, { "handle": "carl-s-jr", "title": "Carl's Jr.", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7314, "drivers": [ "O04", "Q02", "Q04", "M03", "Q05" ] }, { "handle": "wienerschnitzel", "title": "Wienerschnitzel", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7296, "drivers": [ "Q04", "L02", "E03", "O04", "N03" ] }, { "handle": "america-s-tire", "title": "America's Tire", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.7259, "drivers": [ "O04", "Q02", "Q05", "M03", "Q04" ] }, { "handle": "stanton-optical", "title": "Stanton Optical", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.7213, "drivers": [ "M03", "L02", "K01", "M01", "M04" ] }, { "handle": "el-super", "title": "El Super", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7147, "drivers": [ "P03", "L02", "M03", "O04", "Q02" ] }, { "handle": "la-michoacana-meat-market", "title": "La Michoacana Meat Market", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7109, "drivers": [ "P04", "L02", "O04", "Q04", "M03" ] }, { "handle": "tutti-frutti", "title": "Tutti Frutti", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.7097, "drivers": [ "M03", "N03", "K01", "P02", "Q04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: