"What Are the Chances of Getting My Money Back?" - Why an Honest Answer Isn't a Percentage

Expert analysis by the Match Systems Blockchain Investigations Team

"What Are the Chances of Getting My Money Back?" - Why an Honest Answer Isn't a Percentage

Almost every conversation with someone who has lost cryptocurrency begins with the same question: "What are the chances you'll recover my funds? What percentage can you guarantee - 50, 70, 90?" The question is understandable and natural. The problem is that an honest answer, expressed as a percentage, does not exist at the start of a case.

And the reason is not simply that the specialist lacks information about the incident. The core issue is this: the probability of recovery is not a fixed value that can be calculated in advance. It is a dynamic outlook that shifts depending on what happens to the assets and what actions can be taken during the investigation.

Why a Percentage Upfront Is False Precision

A number looks convincing. "70% probability of recovery" sounds like the output of an objective calculation. But without a factual basis, that number is not an assessment - it is a guess dressed up as a statistic.

The final outcome of a recovery depends on too many variables at once, and most of them are either unknown at the start or can change at any moment: where the funds are right now, whether the attacker has begun moving them, which services are being used, whether there are points where the asset can be stopped, and whether law enforcement in the relevant jurisdiction is ready to engage. Naming a single figure that supposedly accounts for all of this - before any of it has been established - cannot be done honestly.

You cannot calculate the probability of recovering something that has not yet been investigated.

The Starting Point: Why the Situation Is Least Favorable at the Beginning

It is important to understand the initial position. At the moment cryptocurrency has just been stolen and is under the attacker's control, the situation for the victim is the least favorable it will ever be.

The funds may sit in a self-custody wallet to which there is no lever of access. The attacker can begin moving them at any second: splitting them across addresses, swapping them, routing them through cross-chain bridges, sending them to exchange services and mixers, or converting them into assets with limited traceability. At this stage, nothing guarantees recovery - which is precisely why the phrase "70% probability" here has no objective basis whatsoever.

But it does not follow that the starting situation is hopeless. On the contrary - the entire point of an investigation is to progressively change that initial position in the victim's favor.

Recovery Prospects Are a Process, Not a Number

Instead of a fixed percentage, it is more accurate to picture a sequence of events, each of which can change the state of the case. An investigation begins from the least favorable point and shifts it step by step.

The movement of the stolen funds is established. Addresses are linked and the onward route is determined. The funds are located on a centralized platform. A possibility of blocking is identified. Part of the funds is frozen. A connection to a specific account or service is established. Law enforcement submits the necessary requests. KYC information is obtained. Conditions for legal recovery are created.

Each of these events potentially improves the outlook. This is why a professional assessment sounds fundamentally different from a promise of a percentage. Compare the two models.

The unprofessional approach: "We will recover your money with 90% probability."

The professional approach: "At this stage, we have established the following movement of funds. The assets are located here. This point of leverage has been identified. These further actions are possible. Each subsequent result will affect the recovery outlook."

The first answer creates an illusion of certainty where none exists. The second reflects the reality of a process in which the picture is refined after each step. Initial incident analysis here is not an end in itself, but a tool: it makes it possible to see, for the first time, the starting point from which the work begins.

What Improves the Victim's Position

As the investigation progresses, the following factors raise the prospects of recovery:

  • the funds remain on traceable addresses;
  • the movement of funds has been established;
  • the funds are on a centralized platform with KYC;
  • a possibility of blocking exists;
  • part of the funds has already been frozen;
  • a potential link to a specific user has been established;
  • law enforcement is actively engaging with the services;
  • accessible points exist for obtaining KYC or other identifying information.

What Complicates Recovery

In the opposite direction, the position is shifted by:

  • the attacker continues to actively move the funds;
  • unregulated or anonymous exchange services are used;
  • the funds pass through a large number of services and networks;
  • the assets enter a mixer;
  • the assets are converted into Monero;
  • the funds are ultimately moved into infrastructure with limited leverage;
  • there are no points of identification;
  • further investigation becomes economically unjustified.

None of these factors determines the outcome automatically. They change the probability and the cost of further work, but they do not deliver a verdict on the case by themselves.

Monero and Mixers: Examples of Factors That Sharply Change the Picture

Two scenarios deserve separate explanation, because a great deal of absolutism surrounds them.

Conversion into Monero substantially limits standard blockchain tracking: the network's architecture is designed to conceal the sender, the recipient, and the transaction amount. But this is not an absolute, automatic end to an investigation. Analysis can continue based on the traces left before the conversion - linked addresses, exchange points, accompanying digital footprints. The mistake is to expect a specialist to keep tracking XMR on-chain the way Bitcoin or Ethereum is tracked. The network does not allow it, and this needs to be understood in advance.

Funds entering a mixer likewise does not automatically mean the case is closed. A mixer breaks the direct link between incoming and outgoing transactions and makes the work considerably harder, but in a number of cases the connection can be reconstructed. Here, economic viability comes to the forefront: if the loss is small and reconstructing links after mixing requires a large volume of specialized work, the cost of the investigation may exceed the loss itself. Assessing this is also part of the professional approach: it matters not only to say "we can try," but to determine whether it makes sense to.

A Block Is Not Yet a Recovery

A separate and frequently misunderstood point. Even if funds have been located and frozen - this significantly improves the client's position, but it does not mean the money will automatically return to their wallet.

A freeze stops the asset, but recovery is a distinct stage. It may then require law enforcement action, legal procedures, proof of the funds' origin, establishing the lawful owner, and a number of other steps. Blocking creates the conditions for this, but does not replace them. Between "the funds are found and stopped" and "the funds are returned to the owner" lies a process that also takes time and work.

The Role of Law Enforcement

Blockchain analytics can establish the movement of funds, identify points of leverage, and prepare an evidentiary basis. But some of the key actions lie beyond the reach of an analytical team. Obtaining KYC information from a platform, official freeze requests, procedural actions, and cross-jurisdictional cooperation all depend on law enforcement and the legal mechanisms of the relevant countries.

A realistic investigation is therefore a partnership: analytics locate and pinpoint, while law enforcement and legal procedures carry out the recovery. The speed and quality of that cooperation directly affect the outcome.

When a Client Wants a Percentage Before Providing Any Data

Sometimes the question about recovery probability is asked before the loss amount, the date of the incident, the networks, and the addresses have even been named. In such cases, we first ask for the data - without an understanding of the circumstances, it is impossible even to begin assessing the prospects. But even after receiving the data, the percentage does not become a predetermined value: the outlook is assessed based on the actual state of the case and shifts as the investigation develops.

Why a Promise of "90%" Should Raise Questions

If someone, without studying the incident and without conducting any analysis, immediately promises to recover cryptocurrency with 90, 95, or 100% probability - this is not a sign of quality investigation. A professional cannot know the outcome before the investigation has been carried out.

It is important to phrase this carefully: the problem is not the mere fact that someone names a figure, but the unfounded promise of a result without analysis. It is precisely such promises that secondary scammers often exploit when working with people who have already become victims of crypto theft. A readiness to name a high percentage "on the spot," without asking a single question about the incident, is grounds for caution, not a sign of confidence.

The Match Systems Approach

For this reason, we do not quote a client an arbitrary recovery probability before analyzing the incident. First, we obtain information about what happened, conduct an initial blockchain investigation, and determine the current position of the assets. After that, we explain what has been established, what possibilities exist, what obstacles are present, and what further actions make sense.

Sometimes the analysis reveals strong opportunities for investigation and blocking. Sometimes the prospects are limited. In certain cases, further work turns out to be technically or economically unjustified. This approach is less impressive than a promise of "90% recovery," but it is the one that gives a realistic picture grounded in facts rather than assumptions - and lets the client make decisions with full awareness.

Conclusion

Recovering stolen cryptocurrency is not an event with a predetermined probability. It is a process in which the initial situation can change substantially after each new action and each newly established fact. You cannot calculate the probability of recovering something that has not yet been investigated. And even once the investigation has begun, it is not a fixed percentage - the outlook shifts as the case develops.

The right question after a theft is therefore not "what percentage do you guarantee?" but: what is currently known about my funds, what possibilities for recovery exist, and what actions can bring me closer to a result? That is the question a professional investigation should answer.

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