Bicycling Magazine's top 10 nearest neighbors span authors, politicians, comedians, outdoors brands, and a political organization — with only two other magazines in the set and one cycling-specific brand.

The shape is flat: scores run from 0.92 down to 0.89 with no single dominant neighbor pulling away from the pack. VeloNews leads at 0.92 and is the most thematically adjacent entry — a fellow cycling magazine — but the rest of the top 10 diverges sharply from that lane. Brené Brown (0.91), Patagonia (0.90), and Glennon Doyle (0.90) follow closely, representing authors and an outdoors brand. The Lincoln Project (0.90) and Anne Lamott (0.90) round out the upper tier, mixing a political organization with another author. Auschwitz Memorial (0.90), Blaire Erskine (0.90), Pope Francis (0.89), and Justin Amash (0.89) complete the ten — a non-profit, a comedian, a spiritual leader, and a politician.

Tallying subcategories across the top 10: authors appear three times (Brown, Doyle, Lamott), and the remaining seven slots are distributed across a magazine, an outdoors brand, a political group, a non-profit, a comedian, a spiritual leader, and a politician. Only VeloNews shares Bicycling Magazine's own subcategory. The dominant pattern is cross-kind: this audience's shape is defined less by cycling media than by a cluster of values-driven, politically engaged, and literary-leaning content.

The flat distribution across such a diverse neighbor set suggests an audience that is broadly curious and civically oriented rather than narrowly sport-focused.