Analyses

Interactive, self-contained experiments on public AT Protocol data and the divepool semantic API. Each page runs entirely in your browser — view source and fork freely.

• Reach console — the audience you don't have yet

  Which high-reach accounts are semantically yours but don't know you, which of your beats earn engagement, and the live moment to show up.

• Followers vs you — the audience you already have

  Your followers clustered by interest, paired against your own posts: which topics you share, and which they care about that you don't serve.

• City Atlas — do city-name embeddings recover the world map?

  The world's ~34,000 largest cities embedded by name and laid out in 2D with UMAP, shown side by side with real geography — across seven embedding models.