Pairwise co-activity — darker = more shared subreddits and threads; click a cell for the evidence.
Click a name for its full profile.
Brands & keywords we chose to track. Each bar is that topic's share of every post we matched across the tracked set — total public volume (organic + network), not the network's own share. A big bar with few crossings below = a genuinely organic topic the network barely touches. Click one for the accounts active in it.
Which accounts show up in which topics — dot size ~ mentions. A busy row is one account spanning many topics; click its name for the profile.
One dot per brand. Right = more of the network pushes it. Up = more real (independent) users talk about it. So a dot low on the floor is one the network manufactured — plenty of network accounts, almost no real discussion. Dots that ride high are popular brands the network just name-drops for cover.
Per brand, how much came from the coordinated network vs real users — most-dominated first; click a row for the accounts.
Unlabeled accounts pushing several distinct roster brands —
review each from its profile, then add confirmed ones to
cohorts.csv.
One row per account, time along the x-axis, a dot each time an account first pushes a brand (colour = brand). A coordinated push is a vertical band — many accounts naming the same brand in the same few days. Hover a dot for the account and brand.
Which cohort pushes each brand — shared brands (two or more cohorts) first. Distinct catalogues that nonetheless overlap are the sign of linked operations.
Brands that arrive in a burst — ≥3 accounts first mentioning them within days. Organic brands trickle in; seeded ones cascade.
Monthly posts + comments per cohort — when each operation was active.
Accounts from different cohorts co-active in the same threads — the links between operations. Click a name for its profile.
The sites each cohort links to — its product catalogue.
Subreddits where ≥2 accounts are active — where the network overlaps. Dot area ~ that account's posts + comments there; click a dot to read them.
Threads touched by ≥2 accounts — the strongest cheap co-activity signal. Dot area ~ comments in the thread; click a dot to read them.
where this account is active — click a row to read the activity behind it
the accounts this one shares subreddits and threads with — click a name for its profile, or the shared counts for the evidence
brands & names this account mentions — click a row to read the mentions
The LLM reads a sample of this account's posts/comments plus
the deterministic network signals above and returns a persona, a
promotional-behavior read, and a coordinated? verdict. One call per
account per server run; needs an LLM key (redlens setup).