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iShares

Brands
Finance
Playground →Docs

Two finance brands anchor iShares' top 10, but the audience bridges sharply into celebrity territory — a structural split that defines the shape of this neighbor set. Invesco US (0.88) and Merrill Lynch (0.87) are the two strongest pulls, both Finance subcategory brands, and they form a clear first peak. The gap to the next neighbor is notable: Amar'e Stoudemire (0.84) and Chris Rock (0.83) arrive as Athletes and Comedians respectively, representing a second, distinctly non-finance cluster.

Of the top 10 neighbors, only three — Invesco US, Merrill Lynch, and Wells Fargo (0.81) — share iShares' Finance subcategory. The remaining seven span Athletes, Comedians, News Publishers, TV Shows, Websites, and Musicians and Bands. CBS News (0.81) sits at the boundary between the two peaks, a news publisher whose audience composition apparently bridges the finance-minded and the celebrity-adjacent. Good Morning America (0.80) and InsideHoops.com (0.80) round out the lower tier, a morning TV show and a basketball website arriving at nearly identical scores.

The two-peak structure here is unusually clean: a tight finance cluster at the top, then a rapid transition into entertainment and sports personalities, with no single subcategory dominating the middle range.

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": "ishares", "title": "iShares", "category": "Brands", "subcategory": "Finance", "resolved": "ishares", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "invescous", "title": "Invesco US", "category": "Brands", "subcategory": "Finance", "similarity": 0.8809, "drivers": [ "N03", "Q08", "O04", "Q02", "E02" ] }, { "handle": "merrilllynch", "title": "Merrill Lynch", "category": "Brands", "subcategory": "Finance", "similarity": 0.8721, "drivers": [ "N03", "Q04", "Q08", "O04", "Q02" ] }, { "handle": "amareisreal", "title": "Amar'e Stoudemire", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8393, "drivers": [ "N03", "Q04", "Q02", "O04", "Q08" ] }, { "handle": "chrisrock", "title": "Chris Rock", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8315, "drivers": [ "N03", "Q04", "Q02", "O04", "E02" ] }, { "handle": "cbsnews", "title": "CBS News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8126, "drivers": [ "N03", "Q08", "Q04", "A02", "Q02" ] }, { "handle": "wellsfargo", "title": "Wells Fargo", "category": "Brands", "subcategory": "Finance", "similarity": 0.805, "drivers": [ "N03", "Q04", "O04", "E02", "Q08" ] }, { "handle": "colortheory", "title": "Brian Hazard", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7983, "drivers": [ "N03", "Q04", "Q02", "Q08", "E02" ] }, { "handle": "alispagnola", "title": "Ali Spagnola", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.7971, "drivers": [ "N03", "Q04", "Q08", "E02", "Q02" ] }, { "handle": "gma", "title": "Good Morning America", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7968, "drivers": [ "N03", "Q04", "Q02", "Q08", "E02" ] }, { "handle": "insidehoops", "title": "InsideHoops.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.7962, "drivers": [ "N03", "Q02", "O04", "Q04", "E02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: