Kirkus Reviews Audience Graph • Social Signal

Kirkus Reviews' nearest audiences span a dense, mixed cluster — journalists, book-adjacent channels, authors, and comedians — with no single neighbor pulling far ahead of the rest.

The shape is flat: the top 10 scores run from Publishers Weekly at 0.95 down to Paul Krugman at 0.94, a spread of just five hundredths. Similarity here measures how closely two entities' audiences resemble each other in composition; that narrow band means no one neighbor dominates. Publishers Weekly (0.95) is the highest-ranked neighbor and the only other magazine in the top 10 — it shares Kirkus's own subcategory. Below it, the cluster shifts decisively away from Magazines: Michael S. Schmidt (0.94) and Ronan Farrow (0.94) are Journalists; Andy Borowitz (0.94) is a Comedian; Book Riot (0.94) is a Website; Tom Colicchio (0.94) is a TV Personality; Jeffrey Toobin (0.94) and Sarah Kendzior (0.94) are a Journalist and an Author respectively; Ben Rhodes (0.94) is a Government Official; and Paul Krugman (0.94) is an Academic. Journalists account for four of the ten neighbors, making them the dominant subcategory, but the set also pulls in an Author, a Comedian, a TV Personality, a Government Official, an Academic, and a book-focused Website — a genuinely mixed composition rather than a single-tribe cluster.

The overall picture is an audience shaped by engagement with news, commentary, and literary culture simultaneously, with no clean boundary between those interests.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

https://graphs.socialsignal.ai/similar/kirkusreviews

{ "handle": "kirkusreviews", "title": "Kirkus Reviews", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "kirkusreviews", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "publisherswkly", "title": "Publishers Weekly", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9457, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "nytmike", "title": "Michael S. Schmidt", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9402, "drivers": [ "A02", "G01", "G03", "J02", "A01" ] }, { "handle": "borowitzreport", "title": "Andy Borowitz", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.94, "drivers": [ "A02", "G01", "G03", "J02", "A01" ] }, { "handle": "bookriot", "title": "Book Riot", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9391, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "ronanfarrow", "title": "Ronan Farrow", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.939, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "tomcolicchio", "title": "Tom Colicchio", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9389, "drivers": [ "A02", "G01", "G03", "J02", "I01" ] }, { "handle": "jeffreytoobin", "title": "Jeffrey Toobin", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9387, "drivers": [ "A02", "G01", "G03", "J02", "A01" ] }, { "handle": "sarahkendzior", "title": "Sarah Kendzior", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9385, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "brhodes", "title": "Ben Rhodes", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.9382, "drivers": [ "A02", "G01", "G03", "J02", "A01" ] }, { "handle": "paulkrugman", "title": "Paul Krugman", "category": "Celebrities and Influencers", "subcategory": "Academics", "similarity": 0.938, "drivers": [ "A02", "G01", "G03", "J02", "I01" ] } ] }

Full Attention graph /similarity /affinity /demographics available with API key:

https://graphs.socialsignal.ai/v1/attention/similar/kirkusreviews

Kirkus Reviews

Nearest neighbors by audience shape

Raw data