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MediaShift

Marketing Channels
Websites
Playground →Docs

The ten nearest neighbors to MediaShift span research organizations, journalism education, news publishers, magazines, and individual journalists — a mix that reflects the media-industry observer space rather than any single content category. Similarity here measures how closely two entities' audiences resemble each other in composition; a score of 0.97 and one of 0.96 are structurally indistinguishable at this scale.

The top 10 form a flat band running from Pew Research Center at 0.97 down to CJR at 0.96. Within that band, the subcategory mix is notably varied: Poynter (Education, 0.97) and Pew Research Center (Research Organizations, 0.97) sit alongside ProPublica (Non-Profit, 0.97) and Vox (News Publishers, 0.97). Two journalists — Astead Herndon (0.96) and Jamelle Bouie (0.96) — appear alongside two magazines, The Atlantic (0.96) and CJR (0.96), and author Ed Yong (0.96). Nieman Lab (0.96) is the only other Website in the top 10, sharing MediaShift's own subcategory. No single subcategory dominates; the cluster is defined by its breadth across media-adjacent institutions and individuals rather than by any one type.

This flat, cross-subcategory pattern suggests MediaShift draws an audience whose shape is recognizable across the full ecosystem of journalism criticism, media research, and public-interest reporting — not concentrated within any single corner of it.

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": "mediashiftorg", "title": "MediaShift", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "mediashiftorg", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "pewresearch", "title": "Pew Research Center", "category": "Organizations", "subcategory": "Research Organizations", "similarity": 0.972, "drivers": [ "A02", "G03", "G01", "I01", "J04" ] }, { "handle": "propublica", "title": "ProPublica", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.9705, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "voxdotcom", "title": "Vox", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9666, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "poynter", "title": "Poynter", "category": "Organizations", "subcategory": "Education", "similarity": 0.9658, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "niemanlab", "title": "Nieman Lab", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9636, "drivers": [ "A02", "G03", "G01", "I01", "J04" ] }, { "handle": "edyong209", "title": "Ed Yong", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9631, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "asteadwesley", "title": "Astead Herndon", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9621, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "theatlantic", "title": "The Atlantic", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9619, "drivers": [ "A02", "G03", "G01", "I01", "J04" ] }, { "handle": "jbouie", "title": "Jamelle Bouie", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9617, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "cjr", "title": "CJR", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9612, "drivers": [ "A02", "G03", "G01", "I01", "J04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: