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Graywolf Press

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Book Publishers
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Graywolf Press's top 10 neighbors span literary magazines, book publishers, literary blogs, and news publishers — a dense cluster of text-oriented media with no single dominant pull.

The shape is flat: scores run from 0.96 (Margaret Atwood) down to 0.95 (Penguin Press), a range of less than a full percentage point across all ten neighbors. Similarity here measures how closely two entities' audiences resemble each other in composition; the narrow band means no single neighbor stands apart as a structural anchor.

Tallying the subcategories: three neighbors are fellow Book Publishers — Alfred A. Knopf (0.95), Farrar, Straus & Giroux (0.95), and Penguin Press (0.95) — confirming that Graywolf's audience does overlap with its own kind. But the majority of the top 10 are not publishers. Two are literary Blogs — The Millions (0.96) and The Rumpus (0.96) — two are Magazines — Granta (0.96) and POETRY magazine (0.96) — one is a Website — Literary Hub (0.96) — one is a News Publisher — Mother Jones (0.95) — and one is an Author — Margaret Atwood (0.96). The cluster is less "book publisher peers" than a broader literary-media ecosystem: magazines, blogs, and editorial websites that serve the same reading audience.

The flat shape across this mix suggests Graywolf's audience is defined by a consistent literary-media diet rather than loyalty to any single format or outlet.

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": "graywolfpress", "title": "Graywolf Press", "category": "Brands", "subcategory": "Book Publishers", "resolved": "graywolfpress", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "margaretatwood", "title": "Margaret Atwood", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9594, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "the_millions", "title": "The Millions", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.958, "drivers": [ "A02", "G01", "I01", "G03", "H02" ] }, { "handle": "the_rumpus", "title": "The Rumpus", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.9571, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "grantamag", "title": "Granta", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.956, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "poetrymagazine", "title": "POETRY magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9559, "drivers": [ "A02", "G01", "I01", "G03", "H02" ] }, { "handle": "lithub", "title": "Literary Hub", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9557, "drivers": [ "A02", "G01", "I01", "G03", "H02" ] }, { "handle": "motherjones", "title": "Mother Jones", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9546, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "aaknopf", "title": "Alfred A. Knopf", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.9546, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "fsgbooks", "title": "Farrar, Straus&Giroux", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.953, "drivers": [ "A02", "G01", "I01", "G03", "H02" ] }, { "handle": "penguinpress", "title": "Penguin Press", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.9507, "drivers": [ "A02", "G01", "I01", "G03", "N03" ] } ] }
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