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Deutsche Bank

Brands
Finance
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Deutsche Bank's top 10 nearest neighbors span five distinct subcategories — Finance, Non-Profit, Government, and News Publishers among them — with no single entity pulling far ahead of the rest. That mixed composition, compressed into a narrow similarity band from 0.91 down to 0.89, is the defining structural fact here.

The shape is flat. Citi leads at 0.91, followed closely by Morgan Stanley at 0.91 and J.P. Morgan at 0.90 — all Finance subcategory peers. But the cluster doesn't stay within Finance for long. UBS (0.90) is the fourth Finance neighbor, and then the set opens up: UNICEF at 0.89, CNN International at 0.89, the United Nations at 0.89, and the World Food Programme at 0.89 all sit within a fraction of a point of the Finance peers. Citibank (social) (0.89) and UNESCO (0.89) round out the ten. Five of the top 10 are Finance brands; the other five are Non-Profit organizations, a Government entity, and a News Publisher — all within 0.02 similarity points of each other.

That compression means no single neighbor type dominates. The audience shape Deutsche Bank shares with global institutional organizations — UN bodies, humanitarian agencies, international news — is nearly as strong as the shape it shares with its direct financial-sector peers.

The flat distribution points to an audience that tracks global institutional life broadly, not just the financial sector.

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": "deutschebank", "title": "Deutsche Bank", "category": "Brands", "subcategory": "Finance", "resolved": "deutschebank", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "citi", "title": "Citi", "category": "Brands", "subcategory": "Finance", "similarity": 0.9108, "drivers": [ "A02", "E06", "Q01", "G01", "I01" ] }, { "handle": "morganstanley", "title": "Morgan Stanley", "category": "Brands", "subcategory": "Finance", "similarity": 0.9074, "drivers": [ "A02", "G01", "E06", "A06", "Q01" ] }, { "handle": "jpmorgan", "title": "J.P. Morgan", "category": "Brands", "subcategory": "Finance", "similarity": 0.9025, "drivers": [ "A02", "G01", "A06", "E06", "G03" ] }, { "handle": "ubs", "title": "UBS", "category": "Brands", "subcategory": "Finance", "similarity": 0.8956, "drivers": [ "A02", "G01", "Q01", "A06", "E06" ] }, { "handle": "unicef", "title": "UNICEF", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.8943, "drivers": [ "A02", "G01", "G03", "E06", "Q01" ] }, { "handle": "cnni", "title": "CNN International", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8909, "drivers": [ "A02", "E06", "G01", "G03", "Q01" ] }, { "handle": "un", "title": "United Nations", "category": "Organizations", "subcategory": "Government", "similarity": 0.8896, "drivers": [ "A02", "G03", "G01", "E06", "I01" ] }, { "handle": "wfp", "title": "World Food Programme", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.8872, "drivers": [ "A02", "G03", "G01", "E06", "I01" ] }, { "handle": "citibank_social", "title": "Citibank (social)", "category": "Brands", "subcategory": "Finance", "similarity": 0.8867, "drivers": [ "Q01", "A02", "E06", "A06", "G01" ] }, { "handle": "unesco", "title": "UNESCO", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.8862, "drivers": [ "A02", "E06", "G01", "G03", "Q01" ] } ] }
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