Share

Giant Eagle

Grocery & Food Retail
General Grocery Stores
Playground →Docs

The top 10 neighbors for Giant Eagle span six different subcategories — convenience stores, QSR, sports teams, banks, gas stations, and athletes — with no single category dominating, a pattern consistent with the broad shape classification.

GetGo leads at 0.94, the strongest pull in the set by a meaningful margin. As a convenience store brand, it shares no subcategory with Giant Eagle (General Grocery Stores), making it a cross-kind lead. Tim Hortons follows at 0.88 (QSR), then the Cleveland Browns at 0.84 — the first of several sports teams in the top 10. First Financial Bank (0.82) and the Cleveland Indians (0.82) round out the top five, with Speedy Cafe (0.82, gas stations) and Ryan Shazier (0.81, athletes) close behind. Schnucks (0.80) is the only other General Grocery Store in the top 10 — making it the lone same-kind neighbor in the set. Penn Station (0.80, fast casual dining) and McNeil (0.79, miscellaneous) complete the group.

The dominant subcategory pattern across the top 10 is sports teams and athletes — the Browns, Indians, Shazier, and implicitly the broader regional sports footprint — alongside food-adjacent service brands. The geographic signal is hard to miss: Cleveland and Pittsburgh franchises and figures appear repeatedly, suggesting Giant Eagle's audience shape is tightly tied to a specific regional market rather than a grocery-category archetype.

The breadth of subcategories here — from banks to QSR to athletes — reflects an audience defined more by where it lives than by what it buys.

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": "giant-eagle", "title": "Giant Eagle", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "resolved": "giant-eagle", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "getgo", "title": "GetGo", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.9401, "drivers": [ "D03", "K04", "C01", "K03", "A06" ] }, { "handle": "tim-hortons", "title": "Tim Hortons", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8821, "drivers": [ "D03", "K03", "N03", "J02", "P02" ] }, { "handle": "browns", "title": "Cleveland Browns", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8394, "drivers": [ "D03", "A06", "F03", "E06", "I01" ] }, { "handle": "first-financial-bank", "title": "First Financial Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.8228, "drivers": [ "A06", "E05", "E06", "F04", "I01" ] }, { "handle": "indians", "title": "Cleveland Indians", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8196, "drivers": [ "D03", "F03", "B03", "F01", "K03" ] }, { "handle": "speedy-cafe", "title": "Speedy Cafe", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8151, "drivers": [ "A06", "I01", "J02", "N03", "Q01" ] }, { "handle": "ryanshazier", "title": "Ryan Shazier", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8072, "drivers": [ "D03", "K04", "O01", "I01", "L04" ] }, { "handle": "schnucks", "title": "Schnucks", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8043, "drivers": [ "K04", "A06", "E06", "F04", "I01" ] }, { "handle": "penn-station", "title": "Penn Station", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.7973, "drivers": [ "A06", "I01", "J02", "N03", "P02" ] }, { "handle": "reflog_18", "title": "McNeil", "category": "Miscellaneous", "subcategory": "Miscellaneous", "similarity": 0.7922, "drivers": [ "D03", "P02", "N03", "P03", "A06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: