Insider Trading

How to Spot Insider Buying Signals That Actually Matter

Not all insider buying is equal. Cluster buys, purchase size, who is buying and the price they pay separate a real signal from routine noise. Here is a six-question test, with a live example.

8 min readBy SignalX Research · Updated

Why most insider activity is noise

Insider buying has a good reputation, and for good reason: the people who run a company understand it better than any outside analyst, and when they put their own money into the stock they are betting on themselves. But the raw insider feed is mostly compensation. In the 12 months to September 2026, grants, option exercises and tax withholding made up more than half of all Form 4 transactions SignalX parsed, and open-market purchases only 6.8%.

If the codes are new to you, start with our guide to Form 4 transaction codes. This guide is about what comes next: deciding which purchases actually matter.

The six-question test

The more of these that are a yes, the stronger the signal.

  1. 1

    Was it an open-market purchase (code P)?

    Only voluntary buys signal conviction. Grants and option exercises do not.

  2. 2

    Did several insiders buy together?

    A cluster of independent buyers is far stronger than one.

  3. 3

    Is the buy large relative to their stake?

    A director doubling their position means more than a token purchase.

  4. 4

    Who bought: the CEO or CFO?

    The people closest to the numbers carry the most signal.

  5. 5

    Did they buy into weakness?

    Buying after a selloff says they think the market is wrong.

  6. 6

    Was it discretionary, not a 10b5-1 plan?

    Scheduled trades were decided months earlier.

Cluster buying beats a lone buyer

A single purchase can mean many things. A cluster, where several officers and directors buy within the same short window, is much harder to explain away. Independent people acting the same way at the same time suggests they are responding to the same view of the business.

Here is a real example from SignalX data. Between September 8 and October 1, 2026, five GameStop insiders bought shares on the open market on six separate trading days, about $59.3 million in total. Chairman and CEO Ryan Cohen accounted for most of it, and four directors added their own smaller purchases.

GMEGameStop Corp.

5 insiders · $59.3M · 24 days

Cheng Lawrence

Director

$1.0M

Grube James

Director

$196K

Attal Alain

Director

$502K

Cohen Ryan

Chairman and CEO

$57.3M

Turner Nat

Director

$255K
Day 1Day 24
GameStop insider purchases, September 8 to October 1, 2026, from Form 4 filings. Circle area is proportional to the dollar amount. Source: SignalX analysis of SEC EDGAR data.

SignalX defines a cluster as three or more officers or directors buying at least $250,000 in total, and it excludes same-day purchases at one price, which usually reflect a company share offering rather than independent decisions. By that definition there were 76 clusters across the market in the 90 days to October 2026.

Insiders in SignalX: weekly buying and selling, then the cluster cards, each with who bought and how much.Open Insiders

Size relative to the person, not the company

A $200,000 purchase sounds large, but what it means depends on who made it. For a CEO with tens of millions in stock it may be a rounding error. For a director, it might be a serious personal commitment. Judge a buy against the insider's existing holdings, shown on the Form 4 as shares owned after the transaction, and against their pay. A purchase that meaningfully increases what an insider has at stake is the one that signals conviction.

Who is buying

Not all insiders are equal. The CEO and CFO sit closest to the financial reality of the business, so their purchases carry more weight than those of a non-executive director with less day-to-day visibility. A CFO buying is particularly watched, because that is the person who knows exactly how the quarter is shaping up. In the 90 days to October 2026, SignalX recorded 541 Form 4 filings with an open-market purchase by a CEO.

Buying into weakness

Timing and price add context. An insider buying after the stock has fallen is saying the market has overreacted. Buying near highs is less contrarian. The strongest version of the signal is a cluster of executives buying meaningful amounts into a selloff, on their own initiative rather than a preset schedule.

What buying cannot tell you

Insiders can be wrong. They are optimistic about their own companies almost by definition, and buying is a sign of belief, not a guarantee. Treat it as one input that raises a company's priority for your own research. And remember the asymmetry: buying is a cleaner signal than selling, because there are many innocent reasons to sell. Our guide to insider selling covers when sales do matter.

How SignalX scores insider buying

SignalX reads every Form 4 on EDGAR, filters out bond and option rows with impossible prices, and builds the views that answer these questions: cluster buys, CEO and CFO purchases, repeat buyers who keep adding on separate days, and net buying by company. It re-scores them every day and puts the strongest on the Today board.

Frequently asked questions

Is insider buying a good signal?

It is one of the cleaner signals in public data, because there are many reasons to sell stock but usually only one reason to buy it with your own money. It is not a guarantee, and it works best as a reason to research a company, not as a reason to buy on its own.

What is a cluster buy?

A cluster buy is when several insiders, typically three or more officers or directors, buy shares on the open market within a short window. SignalX requires at least $250,000 in total and excludes same-day, same-price batches that usually reflect a company offering.

Do CEO purchases matter more than director purchases?

Generally yes. The CEO and CFO have the most complete view of the business and the current quarter, so their discretionary purchases are watched most closely.

How soon do insider purchases become public?

Insiders must file Form 4 within two business days of the trade, so most purchases are public within a few days. SignalX checks EDGAR every hour.

Where can I see insider buying for free?

The SignalX insider screener lists recent Form 4 transactions by type and role. Signing in adds the cluster cards, CEO and CFO buys, repeat buyers and the weekly flow.

Sources

SignalX data cited in this guide comes from SEC EDGAR filings collected by SignalX, as of the update date above. Educational content, not investment advice.

Put it to work

See this week's cluster buys

Cluster cards show every company where three or more officers or directors bought within days, with who bought and how much.

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