Schoology

Two distinct audience neighborhoods define Schoology's top 10: a tight cluster of K–12 education platforms and media, and — more unexpectedly — a second cluster anchored by golf brands and sports journalists that surfaces in the wider 50-neighbor graph but whose leading edge already appears at positions 9 and 10.

Within the top 10, the shape is dominated by education. Flipgrid Live Events (0.83) and We Are Teachers (0.83) sit at the top, separated by less than 0.003, followed closely by ASCD (0.83) and Edutopia (0.82). All four carry an Education subcategory. George Couros (0.82, Academics) and EdTech K-12 Magazine (0.82, Magazines) extend the cluster into adjacent educator-facing subcategories. Discovery Education (0.81) and Google for Education (0.80, Tools and Resources) round out the education-oriented core. The first departure arrives at positions 9 and 10: Education Week Teacher (0.80, Websites) holds the education frame, but MindShift (0.77, Blogs) marks the edge where similarity begins to drop more sharply — and the broader neighbor graph reveals that golf brands and sports media fill much of the space below that threshold.

The two-peak structure means Schoology's audience is not purely shaped by its own category: the same people who follow K–12 education tools also overlap, at measurable rates, with an audience that follows sports and golf content — a pairing the education cluster alone would not predict.