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Benzinga

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Benzinga's top 10 nearest neighbors span finance brands, financial TV shows, financial news publishers, and financial professionals — a tightly composed cluster with no structural outlier pulling ahead of the rest.

The shape is flat: scores run from 0.92 (ARK Invest) down to 0.89 (TheStreet) across all ten neighbors, a range of just 0.03. ARK Invest (0.92, Finance brand) sits at the top, followed closely by CNBC's Fast Money (0.92, TV Show), MarketWatch (0.92, Website), and Cathie Wood (0.92, Professional). The subcategory breakdown across the ten: three are Websites (MarketWatch, TheStreet, and one Finance brand), two are TV Shows (CNBC's Closing Bell at 0.91 alongside Fast Money), two are News Publishers (WSJ Personal Finance at 0.90, Yahoo Finance at 0.90), one Finance brand (ARK Invest), one Professional (Richard Branson at 0.89), and one TV Personality (Jim Cramer at 0.89). Every neighbor, regardless of subcategory, sits inside the financial information ecosystem — market data, investment commentary, and business media. Benzinga's own subcategory is Websites, and two other Websites appear in the top 10 (MarketWatch and TheStreet), so the audience is not exclusively shaped by same-kind entities; TV Shows and News Publishers carry nearly equal weight.

The flat, compressed band of scores indicates an audience that is broadly shared across the financial media landscape rather than anchored to any single format or personality.

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": "benzinga", "title": "Benzinga", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "benzinga", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "arkinvest", "title": "ARK Invest", "category": "Brands", "subcategory": "Finance", "similarity": 0.923, "drivers": [ "J02", "A06", "J01", "E06", "A01" ] }, { "handle": "cnbcfastmoney", "title": "CNBC's Fast Money", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.918, "drivers": [ "J02", "A06", "A01", "J01", "G01" ] }, { "handle": "marketwatch", "title": "MarketWatch", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9178, "drivers": [ "J02", "A06", "G01", "A01", "A02" ] }, { "handle": "cathiedwood", "title": "Cathie Wood", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9175, "drivers": [ "J02", "A06", "A01", "G01", "J01" ] }, { "handle": "cnbcclosingbell", "title": "CNBC's Closing Bell", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9067, "drivers": [ "J02", "A06", "A01", "J01", "A02" ] }, { "handle": "wsjpersfinance", "title": "WSJ Personal Finance", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8997, "drivers": [ "J02", "A06", "G01", "A01", "A02" ] }, { "handle": "yahoofinance", "title": "Yahoo Finance", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8994, "drivers": [ "J02", "A06", "G01", "A02", "A01" ] }, { "handle": "richardbranson", "title": "Richard Branson", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.8942, "drivers": [ "J02", "G01", "A06", "A02", "J01" ] }, { "handle": "jimcramer", "title": "Jim Cramer", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8939, "drivers": [ "J02", "A01", "A06", "J01", "N03" ] }, { "handle": "thestreet", "title": "TheStreet", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8938, "drivers": [ "J02", "A06", "A01", "G01", "J01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: