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Forbes Tech

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Forbes Tech's nearest audiences span tech media, tech personalities, and B2B consultancies in roughly equal measure — no single neighbor pulls far ahead of the rest.

The shape is flat: the top 10 scores run from Tim Cook at 0.98 down to Bloomberg Businessweek at 0.97, a band of less than 0.02. Within that band, the subcategory mix is the real story. Three neighbors are Tech Personalities — Tim Cook (0.98), Chamath Palihapitiya (0.97), and Jack Dorsey (0.97 in the broader set) — sitting alongside tech-focused Websites like TechCrunch (0.98) and ReadWrite (0.97), and Magazines like Engadget (0.97). The only neighbor that stands out by kind is United Airlines (0.98), an Airlines brand — the lone non-media, non-tech-personality entry in the top 10, and the one that most resists a tidy label. Deloitte (0.97) represents the B2B consultancy cluster that also appears further down the neighbor list. Forbes Tech is itself a News Publisher, and Bloomberg Businessweek (0.97) is the only other News Publisher in the top 10, making cross-kind overlap — tech media Websites, Magazines, and Tech Personalities — the dominant structural feature rather than same-kind clustering.

The flat shape and tight score band indicate an audience that is broadly shared across the professional tech-and-business media ecosystem, with no single neighbor owning a disproportionate share of that overlap.

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": "forbestech", "title": "Forbes Tech", "category": "Marketing Channels", "subcategory": "News Publishers", "resolved": "forbestech", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "tim_cook", "title": "Tim Cook", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9816, "drivers": [ "A06", "G01", "A02", "G03", "A03" ] }, { "handle": "techcrunch", "title": "TechCrunch", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9804, "drivers": [ "G01", "A02", "G03", "A06", "A03" ] }, { "handle": "united", "title": "United Airlines", "category": "Brands", "subcategory": "Airlines", "similarity": 0.976, "drivers": [ "G01", "A02", "A06", "G03", "A03" ] }, { "handle": "chamath", "title": "Chamath Palihapitiya", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9742, "drivers": [ "G01", "A02", "A06", "G03", "A01" ] }, { "handle": "engadget", "title": "Engadget", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9736, "drivers": [ "G01", "A02", "A06", "G03", "A03" ] }, { "handle": "deloitte", "title": "Deloitte", "category": "Brands", "subcategory": "B2B", "similarity": 0.9731, "drivers": [ "G01", "A02", "A06", "G03", "A03" ] }, { "handle": "rww", "title": "ReadWrite", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9726, "drivers": [ "G01", "A02", "G03", "A06", "J02" ] }, { "handle": "thenextweb", "title": "TNW", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9723, "drivers": [ "G01", "A02", "A06", "G03", "A03" ] }, { "handle": "jeffbezos", "title": "Jeff Bezos", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9717, "drivers": [ "A06", "A02", "G01", "G03", "A03" ] }, { "handle": "bw", "title": "Bloomberg Businessweek", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.971, "drivers": [ "G01", "A02", "G03", "J02", "A06" ] } ] }
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