The top 10 neighbors for Bust Magazine span five distinct subcategories — magazines, comedians, actors, authors, and websites — with scores compressed into a narrow band from 0.963 to 0.971, the hallmark of a flat shape.
Four of the ten neighbors share Bust's own subcategory: Pitchfork (0.971), Jacobin Magazine (0.971), Ms. Magazine (0.963), and Guernica Magazine (0.963). That's a meaningful same-kind presence, but it doesn't dominate — the remaining six neighbors come from entirely different subcategories. Aparna Nancherla (0.970) and Megan Amram (0.961, position 15 in the full set) represent comedians; Natasha Lyonne (0.969) and Mara Wilson (0.959) are actors; Roxane Gay (0.969) is an author; and Reductress (0.967) and The A.V. Club (0.965) are websites. Within the strict top 10, no news publishers, podcasts, or organizations appear — those subcategories enter later in the neighbor set.
What the flat shape reveals is that Bust's audience doesn't cluster tightly around any single adjacent kind. Instead, it distributes evenly across literary magazines, culture websites, and individual comedians and actors — a profile that resists reduction to a single peer category.