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Preferred Hotels & Resorts

The top 10 neighbors for Preferred Hotels & Resorts span hospitality brands, travel publications, business media, and individual professionals — a genuinely mixed cluster with no single subcategory dominating. Scores run from 0.90 down to 0.88, a narrow band consistent with the flat shape: no one neighbor pulls meaningfully ahead of the rest.

Within that band, two fellow mid-range hotels appear — Hyatt Regency at 0.90 and Hilton International at 0.88 — alongside one luxury-tier neighbor, Luxury Hotels at 0.89. That accounts for three of the ten slots. The remaining seven are drawn from outside hospitality entirely: travel magazines Condé Nast Traveller (0.90) and NYT Real Estate (0.89); business-oriented outlets WSJ Mansion (0.89) and CNBC's Closing Bell (0.88); travel brand Frommer's (0.88); tech personality Anthony Pompliano (0.88); and professional Richard Branson (0.90). The presence of financial media and a tech personality alongside travel publications signals that the audience shape here is not defined by travel interest alone — it overlaps substantially with audiences that follow business and investment content.

The flat distribution across this mix suggests an audience that is broadly engaged across upscale travel, real estate, and financial media rather than concentrated around any single content type.

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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."

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