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Amazon Books

Brands
Entertainment Platforms
Playground →Docs

The top 10 neighbors for Amazon Books span a notably mixed set of subcategories — authors, magazines, blogs, a non-profit, an actor, and a fellow entertainment platform — with scores compressed into a narrow band from 0.80 down to 0.76, the hallmark of a flat shape.

J. D. Landis (0.80) sits at the top, the only Author in the set. Immediately behind is Writer's Digest (0.79), a Magazine, followed by Winning Writers (0.77), a Blog, and IWF (0.77), a Non-Profit organization. Eric Alper (0.76), a Journalist, and Patricia Arquette (0.76), an Actor, round out the upper tier — a cross-kind pairing that signals the audience shape is not anchored to any single content type. Goodreads (0.76) is the only other Entertainment Platform in the top 10, sharing Amazon Books' own subcategory; the remaining neighbors are drawn from Magazines, Blogs, a Non-Profit, a Journalist, and an Actor.

The writing and publishing ecosystem — authors, writing-craft magazines, and literary blogs — forms the clearest cluster, but it coexists with neighbors from journalism, activism, and entertainment, none of which pull far enough ahead to define the shape on their own. No single neighbor dominates; the scores are separated by less than 0.05 across the full top 10.

This flat, mixed-subcategory pattern suggests an audience whose composition is recognizable to a wide range of content types simultaneously, rather than one tightly bound to any single niche.

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": "amazonbooks", "title": "Amazon Books", "category": "Brands", "subcategory": "Entertainment Platforms", "resolved": "amazonbooks", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "j_d_landis", "title": "J. D. Landis", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.797, "drivers": [ "F04", "P04", "J02", "A02", "P02" ] }, { "handle": "writersdigest", "title": "Writer's Digest", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.7908, "drivers": [ "N03", "J02", "P04", "A02", "G03" ] }, { "handle": "winningwriters", "title": "Winning Writers", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.7735, "drivers": [ "N03", "J02", "A06", "G02", "G03" ] }, { "handle": "iwf", "title": "IWF", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.7712, "drivers": [ "J02", "F04", "P02", "A02", "K02" ] }, { "handle": "thatericalper", "title": "Eric Alper", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7633, "drivers": [ "F04", "A02", "P04", "G03", "G01" ] }, { "handle": "pattyarquette", "title": "Patricia Arquette", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7617, "drivers": [ "A02", "J02", "P04", "G01", "K02" ] }, { "handle": "goodreads", "title": "Goodreads", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.7582, "drivers": [ "P04", "N03", "A02", "F04", "G03" ] }, { "handle": "publisherswkly", "title": "Publishers Weekly", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.7501, "drivers": [ "A02", "G01", "J02", "G03", "I01" ] }, { "handle": "allinwithchris", "title": "All In with Chris Hayes", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7493, "drivers": [ "J02", "A02", "N03", "K02", "J04" ] }, { "handle": "maddowblog", "title": "Rachel Maddow Blog", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.7482, "drivers": [ "A02", "J02", "P04", "G03", "G01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: