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El Pollo Loco

Restaurants & Eateries
QSR
Playground →Docs

El Pollo Loco's top 10 neighbors span QSR chains, a fast casual grill, a grocery banner, a gas station, and a department store retailer — no single category dominates, and the scores compress into a narrow band from 0.91 down to 0.86.

The shape is flat. Yogurtland leads at 0.91, followed closely by In-N-Out Burger at 0.90 — both QSR, the same subcategory as El Pollo Loco. But the cluster quickly diversifies: WaBa Grill (0.89) and The Habit Burger Grill (0.86) are Fast Casual Dining, not QSR. Smart & Final (0.89) is a general grocery store. Chevron Extra Mile (0.87) is a gas station. Miniso (0.86) is a department store retailer. Rounding out the ten are Carl's Jr. (0.89), Jack in the Box (0.87), and Del Taco (0.86) — all QSR. That gives four QSR neighbors, two Fast Casual, one grocery, one gas station, and one department store, with no subcategory commanding a clear majority.

The flat distribution across food service, grocery, fuel, and general retail suggests this audience is defined less by a single consumption context and more by a consistent demographic footprint that cuts across everyday errand categories.

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": "el-pollo-loco", "title": "El Pollo Loco", "category": "Restaurants & Eateries", "subcategory": "QSR", "resolved": "el-pollo-loco", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "yogurtland", "title": "Yogurtland", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.9055, "drivers": [ "P03", "Q01", "I01", "N01", "M03" ] }, { "handle": "in-n-out-burger", "title": "In-N-Out Burger", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.9034, "drivers": [ "Q04", "M01", "O04", "M04", "L02" ] }, { "handle": "waba-grill", "title": "WaBa Grill", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8875, "drivers": [ "P03", "Q01", "L02", "Q04", "M04" ] }, { "handle": "smart-and-final", "title": "Smart & Final", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8862, "drivers": [ "Q01", "L02", "Q04", "M04", "N01" ] }, { "handle": "carl-s-jr", "title": "Carl's Jr.", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8856, "drivers": [ "P03", "Q04", "E03", "Q02", "O04" ] }, { "handle": "chevron-extra-mile", "title": "Chevron Extra Mile", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8748, "drivers": [ "Q04", "N01", "M04", "M03", "N02" ] }, { "handle": "jack-in-box", "title": "Jack in the Box", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8739, "drivers": [ "P03", "Q01", "E03", "L02", "M03" ] }, { "handle": "del-taco", "title": "Del Taco", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8622, "drivers": [ "E03", "P03", "Q01", "N01", "M01" ] }, { "handle": "habit-burger-grill", "title": "The Habit Burger Grill", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8618, "drivers": [ "P03", "E03", "N01", "O01", "M01" ] }, { "handle": "miniso", "title": "Miniso", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.8607, "drivers": [ "P03", "E03", "M01", "M03", "N01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: