Tim O'Reilly Audience Graph • Social Signal

The top 10 neighbors for Tim O'Reilly span five distinct subcategories — Tech Personalities, Professionals, Journalists, a B2B brand, and tech media — with scores compressed tightly between 0.98 and 0.99, the hallmark of a flat shape with no single dominant pull.

The three Tech Personalities in the set — Eric Schmidt (0.99), Marc Benioff (0.98), and Marc Andreessen (0.98) — share the center entity's own subcategory, but they are outnumbered by neighbors from other kinds. Two Professionals, Marissa Mayer (0.99) and Chris Anderson (0.98), sit nearly as close as the Tech Personalities. The remaining four positions go to Fareed Zakaria (0.98), a Journalist; Melinda French Gates (0.98), an Activist; McKinsey & Company (0.98), a B2B brand; and VentureBeat (0.99) and TechCrunch (0.98) as tech media outlets. The mix of executive-class figures, management consulting, and tech journalism — rather than a concentration in any single type — defines the cluster's character.

The flat shape and narrow score band suggest an audience that moves fluidly across the professional technology and business-media landscape rather than clustering tightly around any one corner of it.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

https://graphs.socialsignal.ai/similar/timoreilly

{ "handle": "timoreilly", "title": "Tim O'Reilly", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "resolved": "timoreilly", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "venturebeat", "title": "VentureBeat", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9862, "drivers": [ "G01", "A02", "G03", "A06", "A01" ] }, { "handle": "marissamayer", "title": "Marissa Mayer", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9861, "drivers": [ "A02", "G01", "A06", "G03", "A01" ] }, { "handle": "ericschmidt", "title": "Eric Schmidt", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9856, "drivers": [ "A02", "G01", "A06", "G03", "A01" ] }, { "handle": "benioff", "title": "Marc Benioff", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9847, "drivers": [ "G01", "A02", "A06", "G03", "A01" ] }, { "handle": "tedchris", "title": "Chris Anderson", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9824, "drivers": [ "A02", "G01", "G03", "J01", "A01" ] }, { "handle": "pmarca", "title": "Marc Andreessen", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.982, "drivers": [ "A02", "G01", "G03", "A06", "A01" ] }, { "handle": "fareedzakaria", "title": "Fareed Zakaria", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9813, "drivers": [ "A02", "G01", "G03", "A06", "A01" ] }, { "handle": "melindagates", "title": "Melinda French Gates", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9809, "drivers": [ "A02", "G01", "G03", "A06", "A01" ] }, { "handle": "mckinsey", "title": "McKinsey & Company", "category": "Brands", "subcategory": "B2B", "similarity": 0.9793, "drivers": [ "G01", "A02", "G03", "A06", "J01" ] }, { "handle": "techcrunch", "title": "TechCrunch", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9793, "drivers": [ "A02", "G01", "G03", "A06", "J01" ] } ] }

Full Attention graph /similarity /affinity /demographics available with API key:

https://graphs.socialsignal.ai/v1/attention/similar/timoreilly

Tim O'Reilly

Nearest neighbors by audience shape

Raw data