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Interactive GuideReading the Signal

What Is a Cluster Buy? When Several Insiders Buy at Once

One insider buying can be idiosyncratic. Several, independently, in a short window is one of the strongest patterns in insider-trading data. Here is the definition, with a toy you can play with.

The InsiderBid Team3 min read

A single insider buying stock is interesting but ambiguous. Maybe they had a bonus to deploy. Maybe they rebalanced a portfolio. Maybe they know something. You cannot tell from one data point.

A cluster buy — several different insiders at one company buying on the open market inside a short window — is much harder to wave away. It takes coordination or shared conviction, and neither is easy to fake.

Drop some purchases on this timeline and watch when it becomes a cluster:

90-day timeline · click to add a buy
Cluster buy
3 buys in the densest 30-day window (threshold is 3)

Simplified: here every dot is a distinct insider and every buy is open-market. The real detector also requires the buyers to be different people and the code to be P, and it recomputes as the window rolls forward each day.

The definition, and why it is fuzzy

There is no SEC definition of a cluster. It is an analytical construct, and every source draws the line somewhere slightly different. The choices are:

  • How many insiders. This site uses three or more distinct people. Two is defensible but noisy; three is where coincidence starts to strain.
  • How long a window. Thirty days is common. Short enough that the buys are plausibly responding to the same conditions, long enough to catch a board that trades on a stagger.
  • What counts as a buy. Open-market purchases only — code P. If grants and option exercises count, every company with a vesting date looks like a cluster.
  • Whether size matters. Some definitions require a minimum dollar total so that five directors each buying $2,000 does not register.

What a cluster can still get wrong

Shared blind spots. A board that all believes the same wrong thing will all buy, and all be wrong together.

Encouraged buying. Some companies push executives to hold or buy stock, especially after a drop, partly for the optics. That produces a cluster with less signal than an unprompted one.

It keeps falling. Insiders buy the dip and the dip continues. They have more information than the market about the business; they do not have a crystal ball about the price.

How to read one

A cluster is strongest when the buyers are varied — a mix of directors and operating officers rather than five outside directors — when the sizes are meaningful against each person's existing stake, and when nothing in the company's public communications suggests the buying was organised. On this site every active cluster has a page of its own.

The short version

A cluster buy is three or more insiders at one company buying on the open market within about a month. It matters because independent agreement is hard to fabricate. It is a signal to investigate, not a verdict — clusters are wrong often enough that treating one as a buy recommendation is a mistake.

Related: is insider buying a bullish signal? · test your signal-reading · is this insider buy unusual?

Common questions

What is a cluster buy?
Several different insiders at the same company making open-market purchases within a short window — commonly 30 days. The signal comes from independence: multiple people, separately, choosing to buy their own company's stock at roughly the same time.
How many insiders make a cluster?
There is no official definition. This site uses three or more distinct insiders buying on the open market within a rolling 30-day window. Some analysts use two; some require a minimum dollar total. The threshold is a judgement call, not a rule.
Is a cluster buy a reliable signal?
It is among the higher-signal patterns in the data because it is hard to explain away, but it is not a guarantee. Clusters can form around a board's shared but mistaken optimism, a company-wide purchase encouragement, or a stock that keeps falling anyway.

The InsiderBid Team — We parse every SEC Form 4 as it is filed and write about what insider trading data actually shows — and what it does not.

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