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Frommer's

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Travel
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Frommer's nearest audiences are a mix of travel magazines, news-adjacent websites, and — most strikingly — political journalists, with no single neighbor pulling far ahead of the rest.

The shape is flat: scores run from 0.96 down to 0.93 across the top 10, a narrow band with no dominant outlier. The travel-media cluster is real but thin: Condé Nast Traveller leads at 0.96, followed by Dave's Travel Corner at 0.95, Travel + Leisure at 0.94, and Condé Nast Traveler at 0.94. Tripadvisor (0.93) and Lonely Planet (0.93) are the only other travel-subcategory neighbors in the top 10 — two of the six slots go to travel brands, while the remaining four go elsewhere entirely. Zagat (0.94) is a dining-and-lifestyle website. Julie K. Brown (0.94) and Jonathan Lemire (0.93) are both journalists. Mindbodygreen (0.93) is a wellness website. The cross-kind presence of journalists and a wellness site at scores nearly matching the travel magazines is the defining structural feature here: the audience that reads Frommer's overlaps substantially with audiences that follow political and investigative reporters, not just other travel guides.

That pattern — travel content sitting inside a broader, news-literate audience cluster — is what the flat shape encodes.

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": "frommers", "title": "Frommer's", "category": "Brands", "subcategory": "Travel", "resolved": "frommers", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "cntraveller", "title": "Condé Nast Traveller", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9594, "drivers": [ "J02", "A02", "G01", "J04", "G03" ] }, { "handle": "davedtc", "title": "Dave's Travel Corner", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9453, "drivers": [ "J02", "A02", "J04", "G01", "J01" ] }, { "handle": "travelleisure", "title": "Travel + Leisure", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9413, "drivers": [ "J02", "A02", "G01", "J04", "G03" ] }, { "handle": "cntraveler", "title": "Condé Nast Traveler", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9406, "drivers": [ "A02", "J02", "G01", "J04", "G03" ] }, { "handle": "jkbjournalist", "title": "Julie K. Brown", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9399, "drivers": [ "A02", "J02", "G01", "J04", "G03" ] }, { "handle": "zagat", "title": "Zagat", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9395, "drivers": [ "A02", "J02", "G01", "J04", "G03" ] }, { "handle": "mindbodygreen", "title": "Mindbodygreen", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.931, "drivers": [ "J02", "A02", "G01", "J04", "G03" ] }, { "handle": "jonlemire", "title": "Jonathan Lemire", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9304, "drivers": [ "A02", "G01", "J02", "J04", "G03" ] }, { "handle": "tripadvisor", "title": "Tripadvisor", "category": "Brands", "subcategory": "Travel", "similarity": 0.9302, "drivers": [ "J02", "A02", "G01", "J04", "G03" ] }, { "handle": "lonelyplanet", "title": "Lonely Planet", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9296, "drivers": [ "A02", "J02", "G01", "J04", "G03" ] } ] }
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