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Visa

Brands
Finance
Playground →Docs

Visa's nearest audiences span finance peers, music industry brands, athletes, and social platforms — with no single neighbor pulling far ahead of the rest.

The shape is flat: the top 10 scores run from Mastercard at 0.89 down to FUSE TV at 0.85, a range of only four points. Mastercard is the closest neighbor and the one Finance brand that edges above the pack, but it does not dominate the way a spike-shape anchor would. Below it, the mix is strikingly cross-kind: Amar'e Stoudemire (0.87) and Baron Davis (0.86) are Athletes; Twitter (0.87) is Social Media; Bank of America (0.87) is Finance; Recording Academy / GRAMMYs (0.86) is a Non-Profit; Lil B THE BASEDGOD (0.86) is Musicians and Bands; Epic Records (0.86) is Music; tinychat (0.86) is Technology; and FUSE TV (0.85) is a TV Channel. Of the ten neighbors, only two — Mastercard and Bank of America — share Visa's Finance subcategory. The remaining eight span six different subcategories, with music-adjacent entities (a record label, a musician, a music TV channel, a music non-profit) forming the most visible secondary cluster.

That cross-kind breadth, compressed into a narrow similarity band, suggests Visa's audience composition is not defined by financial services alone — it overlaps with audiences shaped by music culture, sports, and general digital platforms in roughly equal measure.

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": "visa", "title": "Visa", "category": "Brands", "subcategory": "Finance", "resolved": "visa", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "mastercard", "title": "Mastercard", "category": "Brands", "subcategory": "Finance", "similarity": 0.8867, "drivers": [ "Q01", "O04", "Q02", "Q08", "N03" ] }, { "handle": "amareisreal", "title": "Amar'e Stoudemire", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8747, "drivers": [ "N03", "Q02", "O04", "Q04", "Q08" ] }, { "handle": "twitter", "title": "Twitter", "category": "Brands", "subcategory": "Social Media", "similarity": 0.8665, "drivers": [ "N03", "Q08", "Q02", "O04", "Q04" ] }, { "handle": "bankofamerica", "title": "Bank of America", "category": "Brands", "subcategory": "Finance", "similarity": 0.8663, "drivers": [ "O04", "Q02", "Q04", "Q01", "Q08" ] }, { "handle": "recordingacad", "title": "Recording Academy / GRAMMYs", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.862, "drivers": [ "N03", "Q02", "Q04", "Q08", "Q01" ] }, { "handle": "lilbthebasedgod", "title": "Lil B THE BASEDGOD", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8614, "drivers": [ "N03", "Q02", "O04", "Q04", "Q08" ] }, { "handle": "barondavis", "title": "Baron Davis", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8607, "drivers": [ "O04", "N03", "Q02", "Q04", "Q08" ] }, { "handle": "epic_records", "title": "Epic Records", "category": "Brands", "subcategory": "Music", "similarity": 0.8604, "drivers": [ "N03", "O04", "Q02", "Q08", "Q04" ] }, { "handle": "tinychat", "title": "tinychat", "category": "Brands", "subcategory": "Technology", "similarity": 0.8599, "drivers": [ "N03", "Q04", "Q02", "O04", "Q08" ] }, { "handle": "fusetv", "title": "FUSE TV", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8528, "drivers": [ "N03", "Q01", "Q04", "A06", "O04" ] } ] }
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