Most tools count followers. CreatorGraph reads your network. See your communities, find the hidden connectors, and understand who carries real influence by graph position — not vanity metrics.
Your following list is not random. It is a set of overlapping communities — AI Builders, Indie Hackers, Crypto Degens, VC Twitter — that form naturally through shared interests and connections.
CreatorGraph runs the Louvain algorithm on your network graph to surface these clusters automatically. No tagging. No manual work. Just the hidden structure of who you actually follow.
Most tools measure followers, likes, and engagement. These are vanity metrics. In network theory, influence comes from position — who you are connected to, how you bridge clusters, and where you sit on the shortest paths between communities.
SIGNAL computes degree centrality, betweenness centrality, and community rank to surface accounts that actually matter — including hidden influencers you would never find by follower count alone.
Everything runs in your browser. No API keys. No servers. No data leaves your machine.
Navigate to your following page and click Analyze My Network. The extension scrolls and extracts every account including display names, usernames, and bios.
Bio keywords are extracted and a Jaccard similarity score computed between every pair. Edges are created for pairs above the similarity threshold using an inverted-index approach for performance.
Louvain modularity optimization partitions the graph into communities that maximize internal connectivity. Your tribes emerge naturally from the data.
Degree centrality, approximate betweenness centrality via Brandes sampling, and community rank are combined into a single SIGNAL score per account.
An interactive force-directed graph renders your network in full color sized by signal score. Export your tribe map or network view as a shareable PNG.
Free extension for Chrome & Brave. No account required. Your data never leaves your browser.
chrome://extensions (or brave://extensions), enable Developer mode, click Load unpacked, and select the unzipped folder.x.com/[yourhandle]/following.