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Mariano's

Brands
Grocery and Superstores
Playground →Docs

Chicago media and Chicago politics form two distinct gravitational centers in Mariano's top 10 — a grocery brand whose nearest audiences are defined almost entirely by local identity rather than by other grocery retailers.

The shape is two-peak. The first cluster is Chicago-specific magazines: Chicago Magazine at 0.94, Time Out Chicago at 0.94, and Chicago Reader at 0.93 sit at the very top of the set. Alongside them, WGN Morning News (0.92) adds a local TV dimension to the same neighborhood. The second cluster is Chicago-area politicians: Governor JB Pritzker at 0.94 and Mayor Lori Lightfoot at 0.94 score nearly as high as the magazines, forming a distinct civic-audience peak that runs parallel to the media one.

Below those two peaks, the scores drop noticeably. Rick Bayless (0.85), a TV personality, and Lou Malnati's Pizza (0.84), a restaurant brand, are the only food-adjacent neighbors in the top 10. ComEd (0.83) and The Second City (0.82) round out the set as a utility brand and a destinations brand, respectively — both Chicago institutions. No other grocery or superstore appears in the top 10.

The pattern is consistent: Mariano's audience shape is defined by Chicago civic and cultural engagement, not by grocery category membership.

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": "marianosmarket", "title": "Mariano's", "category": "Brands", "subcategory": "Grocery and Superstores", "resolved": "marianosmarket", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "chicagomag", "title": "Chicago Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9424, "drivers": [ "G01", "Q04", "A02", "E03", "H02" ] }, { "handle": "timeoutchicago", "title": "Time Out Chicago", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9397, "drivers": [ "G01", "Q04", "E03", "A02", "H02" ] }, { "handle": "govpritzker", "title": "Governor JB Pritzker", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9394, "drivers": [ "G01", "Q04", "E03", "A02", "H02" ] }, { "handle": "chicagosmayor", "title": "Mayor Lori Lightfoot", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9372, "drivers": [ "G01", "Q04", "E03", "A02", "H02" ] }, { "handle": "chicago_reader", "title": "Chicago Reader", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9316, "drivers": [ "G01", "Q04", "E03", "A02", "H02" ] }, { "handle": "wgnmorningnews", "title": "WGN Morning News", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9188, "drivers": [ "Q04", "G01", "E03", "A02", "H02" ] }, { "handle": "rick_bayless", "title": "Rick Bayless", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8451, "drivers": [ "G01", "A02", "H02", "E03", "Q04" ] }, { "handle": "loumalnatis", "title": "Lou Malnati's Pizza", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.8395, "drivers": [ "G01", "E03", "A02", "Q04", "H02" ] }, { "handle": "comed", "title": "ComEd", "category": "Brands", "subcategory": "Other", "similarity": 0.8318, "drivers": [ "Q04", "G01", "E03", "A02", "P03" ] }, { "handle": "thesecondcity", "title": "The Second City", "category": "Brands", "subcategory": "Destinations", "similarity": 0.8235, "drivers": [ "G01", "H02", "A02", "Q04", "G03" ] } ] }
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