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Ad Age

Marketing Channels
Magazines
Playground →Docs

Ad Age's top 10 neighbors span three distinct subcategory types — marketing-trade magazines and websites, B2B brands, and individual journalists and authors — with scores compressed into a narrow band from 0.9828 to 0.9955, the defining signature of a flat shape.

Adweek leads at 0.9955, the only other trade magazine in the top 10 alongside Ad Age itself. Below it, the cluster splits roughly evenly between Marketing Channels properties and B2B firms. Co.Design (0.9901), Fast Co. Impact (0.9879), and Digiday (0.9868) represent the website tier, while Publicis Sapient (0.9886), Ogilvy (0.9883), and BBDO Worldwide (0.9830) anchor the B2B agency cluster. The tenth position belongs to Maria Popova (0.9828), an author — the sole individual and the sole non-industry entity in the set, a mild cross-kind outlier in an otherwise professionally coherent neighborhood. Fast Company (0.9867) and MediaPost (0.9830) round out the middle.

The absence of any standout neighbor — no score meaningfully separates from the pack — reflects an audience that is broadly shared across the marketing and media-industry ecosystem rather than tightly bound to any single peer.

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": "adage", "title": "Ad Age", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "adage", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "adweek", "title": "Adweek", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9955, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "fastcodesign", "title": "Co.Design", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9901, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "publicissapient", "title": "Publicis Sapient", "category": "Brands", "subcategory": "B2B", "similarity": 0.9886, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "ogilvy", "title": "Ogilvy", "category": "Brands", "subcategory": "B2B", "similarity": 0.9883, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "fastcoimpact", "title": "Fast Co. Impact", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9879, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "digiday", "title": "Digiday", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9868, "drivers": [ "A02", "G01", "G03", "I01", "A01" ] }, { "handle": "fastcompany", "title": "Fast Company", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9867, "drivers": [ "A02", "G01", "G03", "A01", "H02" ] }, { "handle": "mediapost", "title": "MediaPost", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.983, "drivers": [ "A02", "G01", "G03", "A01", "I01" ] }, { "handle": "bbdoworldwide", "title": "BBDO Worldwide", "category": "Brands", "subcategory": "B2B", "similarity": 0.983, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "brainpicker", "title": "Maria Popova", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9828, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: