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Barnes & Noble

Brands
Entertainment
Playground →Docs

The top 10 neighbors for Barnes & Noble span book publishers, magazines, technology brands, and entertainment properties — with no single neighbor pulling significantly ahead of the rest.

The shape is flat: scores run from Penguin Books at 0.76 down to Goodreads at 0.73, a range of just three hundredths across the entire set. Penguin Classics sits at 0.76 as well, and WordPress follows at 0.75 — making a technology brand the third-closest neighbor, ahead of Writer's Digest at 0.75 and The Jim Henson Company at 0.74. Book publishers account for three of the ten slots (Penguin Books, Penguin Classics, and Little, Brown and Co at 0.72), which is the largest single subcategory in the set, but they do not dominate it. The remaining seven positions are distributed across magazines (Writer's Digest, VegNews), technology (WordPress), entertainment (The Jim Henson Company), a TV show (The Late Late Show with James Corden at 0.74), a design marketplace (Society6 at 0.74), and a news website (Raw Story at 0.73). Barnes & Noble's own subcategory — Entertainment — appears once in the top 10, in The Jim Henson Company.

The flat, mixed composition suggests an audience that is broadly culturally engaged rather than tightly organized around any single content type or platform.

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": "bnbuzz", "title": "Barnes & Noble", "category": "Brands", "subcategory": "Entertainment", "resolved": "bnbuzz", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "penguinbooks", "title": "Penguin Books", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.7561, "drivers": [ "N03", "A02", "I01", "G01", "G03" ] }, { "handle": "penguinclassics", "title": "Penguin Classics", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.7552, "drivers": [ "A02", "N03", "I01", "G01", "G03" ] }, { "handle": "wordpress", "title": "WordPress", "category": "Brands", "subcategory": "Technology", "similarity": 0.7503, "drivers": [ "N03", "A02", "G01", "I01", "M01" ] }, { "handle": "writersdigest", "title": "Writer's Digest", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.748, "drivers": [ "N03", "A02", "I01", "G01", "G03" ] }, { "handle": "hensoncompany", "title": "The Jim Henson Company", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.7424, "drivers": [ "N03", "I01", "A02", "G01", "G03" ] }, { "handle": "latelateshow", "title": "The Late Late Show with James Corden", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7392, "drivers": [ "N03", "A02", "O04", "M01", "I01" ] }, { "handle": "society6", "title": "Society6", "category": "Brands", "subcategory": "Other", "similarity": 0.7353, "drivers": [ "N03", "A02", "I01", "G01", "G03" ] }, { "handle": "vegnews", "title": "VegNews", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.7345, "drivers": [ "N03", "I01", "A02", "G01", "G03" ] }, { "handle": "rawstory", "title": "Raw Story", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.7307, "drivers": [ "N03", "A02", "I01", "G01", "G03" ] }, { "handle": "goodreads", "title": "Goodreads", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.7289, "drivers": [ "N03", "A02", "G01", "I01", "G03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: