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Comfort Inn

The two strongest pulls in Comfort Inn's similarity graph come from opposite ends of the lodging price ladder — Baymont Inn & Suites at 0.84 and Super 8 at 0.83 are both budget-tier hotels, while Holiday Inn Express at 0.82 and Quality Inn at 0.81 are fellow mid-range properties — creating a two-peak structure that bridges budget and mid-range lodging audiences.

The top four neighbors are all Hospitality & Lodging, which makes the fifth position the structural surprise: Beltone (Health and Medical Services, 0.77), Auto Value (Automotive Parts and Accessories, 0.77), and UPS Customer Center (Other Business Services, 0.77) all tie at the same score, none of them lodging-adjacent. From position five onward, the neighbor set diversifies sharply — Microtel Inn and Suites (Budget, 0.77) is the last hotel in the top 10, followed by Busch Beer (Alcohol, 0.77) and First Interstate Bank (Banks, 0.77). The subcategory mix across the full top 10 spans budget hotels, mid-range hotels, health services, automotive parts, business services, alcohol, and banking — a cross-category spread that sits beneath a clear lodging core at the top.

The two-peak shape, anchored by budget and mid-range hotel neighbors at the top and a wide cross-category tail below, points to an audience whose composition is recognizable across a broad range of everyday, value-oriented brands well beyond the travel category.

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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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