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Morningstar, Inc.

Brands
Finance

Morningstar's top 10 nearest neighbors span Finance brands, News Publishers, business magazines, and a hotel chain — a tightly compressed band where the highest score (0.94, BlackRock) and the tenth (0.93, Fortune) sit just 0.01 apart. That narrow spread is the defining structural fact here: no single neighbor dominates, and no cluster breaks away from the pack.

The shape is flat. Tallying the subcategories across the top 10: six are News Publishers (WSJ Business News at 0.94, CNBC Now at 0.94, CNBC at 0.94, WSJ Personal Finance at 0.94, WSJ Noted. at 0.94, Real Time Economics at 0.93), two are Finance brands (BlackRock at 0.94, PIMCO at 0.94), one is Hotels (Four Seasons Hotels at 0.93), and one is a Magazine (Fortune at 0.93). The center entity's own subcategory — Finance — accounts for only two of the ten neighbors; the majority are financial and business news publishers. The presence of Four Seasons Hotels at 0.93 is the one outlier in kind, a Hotels brand sitting comfortably inside a cluster otherwise defined by financial media and asset management.

This flat, finance-and-business-news composition points to an audience that moves fluidly across investment research, financial journalism, and business coverage without concentrating heavily on any single outlet.

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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": "morningstarinc", "title": "Morningstar, Inc.", "category": "Brands", "subcategory": "Finance", "resolved": "morningstarinc", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "blackrock", "title": "BlackRock", "category": "Brands", "subcategory": "Finance", "similarity": 0.9444, "drivers": [ "A02", "G01", "J02", "A01", "J01" ] }, { "handle": "wsjbusiness", "title": "WSJ Business News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9434, "drivers": [ "G01", "A02", "A01", "J01", "J02" ] }, { "handle": "cnbcnow", "title": "CNBC Now", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9428, "drivers": [ "G01", "J02", "A02", "A01", "J01" ] }, { "handle": "pimco", "title": "PIMCO", "category": "Brands", "subcategory": "Finance", "similarity": 0.9393, "drivers": [ "A02", "G01", "J02", "A01", "J01" ] }, { "handle": "cnbc", "title": "CNBC", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.938, "drivers": [ "G01", "J02", "A02", "A01", "J01" ] }, { "handle": "wsjpersfinance", "title": "WSJ Personal Finance", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9362, "drivers": [ "G01", "J02", "A02", "A01", "J01" ] }, { "handle": "wsjnoted", "title": "WSJ Noted.", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9355, "drivers": [ "A02", "G01", "A01", "J02", "J01" ] }, { "handle": "wsjecon", "title": "Real Time Economics", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9339, "drivers": [ "G01", "J02", "A02", "A01", "J01" ] }, { "handle": "fourseasons", "title": "Four Seasons Hotels", "category": "Brands", "subcategory": "Hotels", "similarity": 0.9334, "drivers": [ "J02", "G01", "A02", "J01", "A01" ] }, { "handle": "fortunemagazine", "title": "Fortune", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9331, "drivers": [ "G01", "A02", "J02", "J01", "A01" ] } ] }
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