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Ripple

Brands
B2B
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The top 10 neighbors for Ripple compress into a narrow similarity band — from 0.91 down to 0.88 — with no single dominant pull and no sharp drop-off. The cluster's character is what stands out: crypto exchanges, crypto-adjacent finance brands, and crypto media, with one tech brand rounding out the set.

The shape is flat. Cointelegraph leads at 0.91, a crypto news website, followed immediately by Kraken Exchange (0.90) and Coinbase Pro (0.90), both Finance-subcategory brands. Solana (0.90) and Binance (0.90) sit just behind, with OpenSea (0.89), Blockchain.com (0.89), Coinbase (0.89), and Robinhood (0.88) filling out the set. CNET (0.88) is the sole non-crypto neighbor in the top 10 — a general technology website whose audience composition apparently aligns closely with this cluster.

Tallying subcategories: five neighbors carry Finance, two carry Technology, and two are Websites (Marketing Channels). Ripple itself is subcategorized as B2B, and no other B2B brand appears in the top 10. The dominant pattern is same-space crypto finance and media, not the B2B enterprise category Ripple occupies — meaning the audience shape here is defined by the crypto ecosystem broadly, not by the B2B software or enterprise services world.

The flat shape and tight score band indicate an audience that is deeply embedded in one coherent space, with no meaningful secondary cluster pulling in a different direction.

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": "ripple", "title": "Ripple", "category": "Brands", "subcategory": "B2B", "resolved": "ripple", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "cointelegraph", "title": "Cointelegraph", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9053, "drivers": [ "A06", "N03", "A02", "G02", "G03" ] }, { "handle": "krakenfx", "title": "Kraken Exchange", "category": "Brands", "subcategory": "Finance", "similarity": 0.904, "drivers": [ "N03", "A06", "A02", "F04", "J04" ] }, { "handle": "coinbasepro", "title": "Coinbase Pro", "category": "Brands", "subcategory": "Finance", "similarity": 0.903, "drivers": [ "N03", "G02", "A06", "A02", "E04" ] }, { "handle": "solana", "title": "Solana", "category": "Brands", "subcategory": "Technology", "similarity": 0.9002, "drivers": [ "N03", "A06", "G02", "J02", "A02" ] }, { "handle": "binance", "title": "Binance", "category": "Brands", "subcategory": "Finance", "similarity": 0.9001, "drivers": [ "N03", "G02", "E06", "E04", "I01" ] }, { "handle": "opensea", "title": "OpenSea", "category": "Brands", "subcategory": "Technology", "similarity": 0.8926, "drivers": [ "N03", "A02", "G02", "G01", "G03" ] }, { "handle": "blockchain", "title": "Blockchain.com", "category": "Brands", "subcategory": "Finance", "similarity": 0.8909, "drivers": [ "G02", "A06", "A02", "G01", "G03" ] }, { "handle": "coinbase", "title": "Coinbase", "category": "Brands", "subcategory": "Finance", "similarity": 0.8894, "drivers": [ "A06", "G02", "A02", "E06", "G01" ] }, { "handle": "robinhoodapp", "title": "Robinhood", "category": "Brands", "subcategory": "Finance", "similarity": 0.8845, "drivers": [ "N03", "G02", "I01", "E06", "A02" ] }, { "handle": "cnet", "title": "CNET", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8802, "drivers": [ "N03", "A06", "G02", "A02", "G01" ] } ] }
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