social-graph-ranker

To rank your network for warm intro opportunities, provide a weighted target list, your user graph, and decay parameters. The engine scores bridge strength and engagement to output a ranked list of connections by intro value.

Second-order network expansion maps indirect paths to target ICPs by evaluating connections of your current connections. This surfaces hidden bridges and network gaps to identify viable warm intro paths you might miss with direct outreach.

You can decide between a warm intro and direct outreach by using engagement-aware prioritization to score bridge strength. If the bridge value and engagement signals are high, pursue a warm intro; otherwise, default to direct outreach.

Yes, you can map warm paths to target ICPs by applying this graph-ranking engine to your X and LinkedIn networks. It processes a weighted target set against your user graph to evaluate bridge strength across first- and second-order connections.

You need a weighted target set, your user graph, and parameters for decay and engagement to score mutual connections. The engine uses these inputs to compute bridge strength, extended bridge reach, and ranking scores for warm intros.