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IDENTITY LABS / Cluster Density v5.3

Cluster Density

Cluster Density

How deep a post travelled into a niche, not how far it travelled overall. Every account in a watched cluster is mapped in advance, so a post’s real path through the room is visible the moment it lands.

How deep a post travelled into a niche, not how far it travelled overall. Every account in a watched cluster is mapped in advance, so a post’s real path through the room is visible the moment it lands.

FIG. 01

Monitored posts, sorted by watch priority. Clusters reached, a penetration meter, the account each post entered through, and how long until it spilled.

FIG. 02

One post’s map. Bubble area is views contributed, tint is share of the cluster reached, and the spillover path records the order it entered them.

Reach counts people. Density counts rooms. Every account in a watched cluster is mapped in advance, so when a post lands the tool can say which clusters it actually entered, where it entered from, and how much of each one it covered. A post can reach a million people and still never leave the room it started in.

LIVE DEMO

Cluster Penetration for a post by @patrickc. Bubble area is views contributed; tint is share of the cluster reached. 1.2M views · 7 of 11 clusters reached.

A live demo environment — interact with it directly.

REPORTS, FOR EVERY WATCHED CLUSTER

Mapped · Views · Reached · Entry point · First reached · Spillover path

Dedicated to the people who are shaping the world.

© Copyright 2026, Identity Labs. All rights reserved.

Dedicated to the people who are shaping the world.

© Copyright 2026, Identity Labs. All rights reserved.

Dedicated to the people who are shaping the world.

© Copyright 2026, Identity Labs. All rights reserved.