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Thomas Nelson

Spiritual leaders dominate Thomas Nelson's nearest audiences — and the breadth of that overlap is the defining structural feature of the top 10. Similarity here measures how closely two entities' audiences resemble each other in composition; a score near 0.87 signals near-identical audience shape.

Zondervan Publishers is the strongest match at 0.87, the one fellow Book Publisher in the top 10 and the only neighbor that shares Thomas Nelson's own subcategory. From there, the cluster shifts almost entirely to Spiritual Leaders: Matt Chandler (0.82), Beth Moore (0.81), Andy Stanley (0.79), Desiring God (0.79), and John Piper (0.78) all land in that subcategory. Ed Stetzer (0.81) and Thom Rainer (0.80) are classified as Authors. Rounding out the top 10 are The Gospel Coalition (0.80), a Blog, and Christianity Today (0.80), a Magazine — both squarely within the same faith-media orbit.

The shape is broad: eight of the ten neighbors score above 0.79, with no single neighbor pulling dramatically ahead of the rest. The absence of any secular publishing, general-interest media, or retail brands in the top 10 reinforces how tightly this audience is organized around Christian ministry and faith-oriented content rather than around publishing as a category.

This is an audience defined by its theological ecosystem, not by its reading habits in the abstract.

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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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