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Forks Over Knives

Brands
Food
Playground →Docs

Forks Over Knives' ten nearest neighbors are almost entirely social media tools, digital marketing publications, and tech professionals — not food brands, health publishers, or lifestyle media. The top neighbor is TweetDeck at 0.91, a social media management tool, followed by Social Media Examiner at 0.90 and Hootsuite at 0.90. Similarity here measures how closely two entities' audiences resemble each other in composition — not whether the entities are related in subject matter.

The cluster is strikingly coherent: Buffer (0.89), HubSpot (0.89), Social Media Today (0.89), Mari Smith (0.88), Warren Whitlock (0.88), and Search Engine Land (0.88) are all squarely in the digital marketing and social media management space. Nine of the ten neighbors fall into Technology, Websites, Blogs, Tools and Resources, or related professional subcategories. The lone exception is Randy Rainbow (0.89), a comedian, whose presence in an otherwise uniform marketing-tech cluster is the set's one structural outlier. No other food brand appears in the top 10. The scores span only 0.026 from first to tenth — a narrow band consistent with the flat shape, meaning no single neighbor dominates and the audience pattern is distributed evenly across this cluster.

What this reveals is that Forks Over Knives draws an audience whose shape is defined less by food or health content consumption and more by the habits of digitally active, platform-savvy users — the same people who follow social media management tools and marketing publications.

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": "forksoverknives", "title": "Forks Over Knives", "category": "Brands", "subcategory": "Food", "resolved": "forksoverknives", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "tweetdeck", "title": "TweetDeck", "category": "Miscellaneous", "subcategory": "Tools and Resources", "similarity": 0.9055, "drivers": [ "N03", "J02", "J04", "A02", "J01" ] }, { "handle": "smexaminer", "title": "Social Media Examiner", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9024, "drivers": [ "N03", "J04", "H02", "J01", "G01" ] }, { "handle": "hootsuite", "title": "Hootsuite", "category": "Brands", "subcategory": "Technology", "similarity": 0.8969, "drivers": [ "J02", "J04", "N03", "A02", "J01" ] }, { "handle": "buffer", "title": "Buffer", "category": "Miscellaneous", "subcategory": "Technology", "similarity": 0.8933, "drivers": [ "J02", "J04", "N03", "A02", "G01" ] }, { "handle": "randyrainbow", "title": "Randy Rainbow", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8908, "drivers": [ "J04", "N03", "A02", "J02", "J01" ] }, { "handle": "hubspot", "title": "HubSpot", "category": "Brands", "subcategory": "Technology", "similarity": 0.8879, "drivers": [ "J04", "N03", "G01", "J01", "H02" ] }, { "handle": "socialmedia2day", "title": "Social Media Today", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8863, "drivers": [ "N03", "J04", "H02", "G01", "A02" ] }, { "handle": "marismith", "title": "Mari Smith", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.8816, "drivers": [ "J02", "J04", "N03", "J01", "H02" ] }, { "handle": "warrenwhitlock", "title": "Warren Whitlock", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.8806, "drivers": [ "J04", "J02", "N03", "J01", "A02" ] }, { "handle": "sengineland", "title": "Search Engine Land", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.8799, "drivers": [ "N03", "J04", "H02", "A02", "J01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: