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Upwork

Brands
B2B
Playground →Docs

Upwork's top 10 nearest neighbors span news publishers, tech personalities, a grocery chain, a government account, and a social media platform — no single category dominates, and the scores compress into a narrow band from 0.86 to 0.88, the signature of a flat-shape audience.

The leading neighbor is CNET News at 0.89, followed closely by Gary Vaynerchuk at 0.88 (Tech Personalities) and Whole Foods Market at 0.88 (Grocery and Superstores). PR Newswire at 0.87 and Jeff Barrett at 0.87 (Professionals) round out the top five. The subcategory distribution across all ten is genuinely mixed: three News Publishers (CNET News, PR Newswire, LinkedIn News), two Professionals (Jeff Barrett, Richard Branson), one Tech Personality (Gary Vaynerchuk), one Grocery and Superstores (Whole Foods Market), one Government (Travel - State Dept), one Technology (Magic Leap), and one Social Media (LinkedIn). Upwork is a B2B brand, and Shopify — the only other B2B brand in the top 10 — appears at position 25 in the broader set, outside the top 10 entirely. No single subcategory cluster defines the shape; the audience overlaps broadly with professional media, business-oriented personalities, and general-interest digital brands alike.

That breadth, compressed into a tight similarity range, points to an audience whose composition is recognizable across a wide swath of professionally oriented digital content rather than concentrated around any one niche.

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": "upwork", "title": "Upwork", "category": "Brands", "subcategory": "B2B", "resolved": "upwork", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "cnetnews", "title": "CNET News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8854, "drivers": [ "G02", "G01", "N03", "A02", "G03" ] }, { "handle": "garyvee", "title": "Gary Vaynerchuk", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.8805, "drivers": [ "A02", "G01", "N03", "G03", "J01" ] }, { "handle": "wholefoods", "title": "Whole Foods Market", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.8775, "drivers": [ "G01", "A02", "G03", "N03", "H02" ] }, { "handle": "prnewswire", "title": "PR Newswire", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8731, "drivers": [ "G01", "A02", "G03", "H02", "N03" ] }, { "handle": "barrettall", "title": "Jeff Barrett", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.8718, "drivers": [ "G01", "A02", "G03", "N03", "J04" ] }, { "handle": "travelgov", "title": "Travel - State Dept", "category": "Organizations", "subcategory": "Government", "similarity": 0.8715, "drivers": [ "A02", "G01", "G03", "G02", "N03" ] }, { "handle": "magicleap", "title": "Magic Leap", "category": "Brands", "subcategory": "Technology", "similarity": 0.8701, "drivers": [ "G01", "G03", "A02", "G02", "J01" ] }, { "handle": "socialmedia2day", "title": "Social Media Today", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8698, "drivers": [ "G01", "N03", "A02", "G03", "H02" ] }, { "handle": "linkedinnews", "title": "LinkedIn News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8685, "drivers": [ "G01", "A02", "G03", "G02", "N03" ] }, { "handle": "richardbranson", "title": "Richard Branson", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.8642, "drivers": [ "A02", "G01", "G03", "G02", "J01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: