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KAYAK

Brands
Travel
Playground →Docs

KAYAK's nearest audiences span news publishers, tech magazines, business journalists, and travel brands — a wide, heterogeneous mix with no single dominant neighbor pulling far ahead of the rest.

The shape is flat: the top 10 scores run from Mashable at 0.95 down to BBC News (World) at 0.93, a band of just 0.01 across the set. Subcategory composition tells the real story. Six of the ten neighbors are Marketing Channels — Reuters (0.95), Lonely Planet (0.94), Kickstarter (0.94), TNW (0.94), Airfarewatchdog (0.93), and BBC News — spanning News Publishers and Websites. Two are Celebrities and Influencers: Arianna Huffington (0.94, Journalists) and Al Gore (0.93, Politicians). One is a fellow Travel brand: JetBlue (0.94, Airlines). And one is a Miscellaneous entry: Click.Click.Click (0.93, Humor Memes and Satire).

The cross-kind finding is notable. KAYAK is a Travel brand, yet only one neighbor — JetBlue — shares a travel-adjacent subcategory in the top 10. The dominant cluster is digital media and news: tech-forward publications, wire services, and web properties. That pattern suggests KAYAK's audience is shaped less by travel intent alone and more by a broader digitally-engaged, news-and-tech-consuming profile.

The flat shape, with no standout neighbor and no single subcategory commanding the cluster, reflects an audience that overlaps broadly across the media-and-information landscape rather than concentrating around any one content type.

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": "kayak", "title": "KAYAK", "category": "Brands", "subcategory": "Travel", "resolved": "kayak", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "mashable", "title": "Mashable", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9476, "drivers": [ "G01", "A02", "G03", "J04", "I01" ] }, { "handle": "reuters", "title": "Reuters", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9454, "drivers": [ "G01", "A02", "G03", "J04", "J02" ] }, { "handle": "lonelyplanet", "title": "Lonely Planet", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9438, "drivers": [ "A02", "G01", "G03", "J02", "J04" ] }, { "handle": "kickstarter", "title": "Kickstarter", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9371, "drivers": [ "G01", "A02", "G03", "I01", "A06" ] }, { "handle": "ariannahuff", "title": "Arianna Huffington", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9364, "drivers": [ "G01", "A02", "G03", "J04", "J02" ] }, { "handle": "jetblue", "title": "JetBlue", "category": "Brands", "subcategory": "Airlines", "similarity": 0.9354, "drivers": [ "G01", "A02", "G03", "J04", "I01" ] }, { "handle": "thenextweb", "title": "TNW", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.935, "drivers": [ "G01", "A02", "G03", "A06", "J04" ] }, { "handle": "algore", "title": "Al Gore", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9349, "drivers": [ "G01", "A02", "G03", "J04", "I01" ] }, { "handle": "airfarewatchdog", "title": "Airfarewatchdog", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9342, "drivers": [ "G01", "A02", "G03", "I01", "J04" ] }, { "handle": "bbcworld", "title": "BBC News (World)", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.934, "drivers": [ "G01", "A02", "G03", "J04", "I01" ] } ] }
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