Bridge to Justice

Social Media, AI and Vulnerability Harvesting: The New Hunting Ground for Predators

Online exploitation is changing.

For years, many people understood online fraud through the language of romance scams. A stranger would build trust, create emotional dependence, then ask for money.

Then came what became widely known as “pig butchering”, where victims were slowly groomed, emotionally manipulated and financially “fattened up” before being stripped of money through fake investments, crypto schemes or other fraud.

That language is ugly, and rightly so. It comes from the way offenders view victims. It reduces human beings to something to be used, fattened and slaughtered.

But the method behind it matters.

The method is grooming.

The method is trust-building.

The method is emotional targeting.

The method is studying a person until the offender knows which button to press.

Now we need to look at where this may be heading next.

At Bridge to Justice, we believe a new risk needs to be named clearly:

Vulnerability Harvesting.

This is where vulnerable people are gathered, observed, profiled and targeted through online spaces that appear to offer help, understanding, justice or support.

It may happen through Facebook pages, LinkedIn profiles, online groups, victim support spaces, campaign pages, boosted posts, AI-assisted content, private messaging, email contact or informal “case support”.

The emotional hook is no longer always romance.

Sometimes the emotional hook is recognition.

The promise is no longer always love.

Sometimes the promise is justice.

From romance scams to vulnerability harvesting

Traditional romance fraud often starts with one-to-one contact.

A person is approached.

Trust is built.

A relationship is created.

Money is requested.

Vulnerability harvesting can work differently.

Instead of finding one victim at a time, a person or group may create a public space where vulnerable people gather naturally.

That space may speak about domestic abuse, elder abuse, coercive control, financial abuse, safeguarding failure, predatory marriage, inheritance disputes, police failure, legal injustice or court trauma.

These are not small issues.

They are painful, complex and deeply personal. People searching for help are often frightened, exhausted, angry, grieving or financially exposed. Many have already been dismissed by police, safeguarding services, solicitors, charities or family members.

That makes them vulnerable to anyone who appears to understand.

A page can say all the right things.

It can post powerful words.

It can use survivor language.

It can criticise broken systems.

It can appear brave, informed and compassionate.

It can create the feeling that the person behind it “gets it”.

For someone who has been ignored for years, that can feel like rescue.

That is where the risk begins.

The sea of fish

Predators do not need everyone.

They only need access.

A social media page, group or profile can create a large pool of people affected by abuse and injustice. Not everyone in that pool will be useful to an offender. Not everyone will respond privately. Not everyone will have money, property, documents, legal claims, family conflict or emotional dependence that can be exploited.

But some will.

The predator watches.

Who comments often?

Who sounds desperate?

Who has been failed by professionals?

Who is isolated?

Who has a legal dispute?

Who has inheritance concerns?

Who is angry enough to trust anyone who says they will fight the system?

Who has money but no clear support?

Who has documents, evidence or a story that could be useful?

Who can be moved from public comment into private contact?

This is the targeting stage.

It is not random.

It is not just someone posting online and hoping for the best.

A skilled predator studies the room.

They look for need.

They look for pain.

They look for access.

They look for opportunity.

When the helper becomes the hook

This does not mean every online helper is unsafe.

Many people working in this space are genuine. Some have lived experience. Some are campaigners. Some are professionals. Some are ordinary people who were failed themselves and are trying to stop it happening to others.

Online support can be powerful.

It can help victims find words for what happened.

It can help families realise they are not alone.

It can challenge silence.

It can expose patterns that institutions miss.

The problem is not support.

The problem is unregulated access to vulnerable people.

A person can present themselves online as a specialist, advocate, former police officer, former professional, survivor, campaigner, doctor, investigator or justice fighter without any clear public checks.

They may have no website.

No registered business.

No safeguarding policy.

No complaints process.

No insurance.

No clear identity.

No professional regulation.

No transparent fees.

No data protection explanation.

No evidence of qualification.

No visible accountability.

Yet they may still be able to attract victims, collect private information, ask for documents, move people into private messages, encourage payment, request donations or position themselves as the answer.

That is a safeguarding gap.

AI makes this easier

Artificial intelligence does not create the predator.

It gives the predator better tools.

AI can help someone write polished posts.

It can help them sound compassionate.

It can help them copy the language of genuine campaigners.

It can produce professional-looking content quickly.

It can generate slogans, images, comments, emails, private messages and responses that make the person behind the page look more credible than they are.

A person does not need deep knowledge to sound knowledgeable.

They may only need access to the right prompts and the right audience.

This matters because victims often look for signs of credibility in the wrong places.

A polished post does not prove expertise.

Thousands of followers do not prove safety.

Paid adverts do not prove legitimacy.

A professional-looking profile does not prove accountability.

A person saying “I believe you” does not prove they are safe.

The role of organised crime and human trafficking

This issue also has to be seen in the wider context of modern organised fraud.

Large-scale online fraud is no longer simply a lone person behind a laptop. International reports have identified scam compounds where people are trafficked, trapped or forced into carrying out online fraud. Some workers are victims themselves, controlled by criminal networks and made to groom, deceive and exploit people online.

That means there can be two layers of victim.

The person being defrauded online.

The person forced to carry out the fraud.

This is why the old image of the online scammer is too simple.

Modern exploitation can involve organised crime, trafficking, forced labour, money laundering, technology, fake identities, social engineering and emotional manipulation.

It can look like romance.

It can look like investment advice.

It can look like friendship.

It can look like professional help.

It can look like justice campaigning.

That is why we need to stay ahead of the pattern.

Why abuse victims may be especially exposed

Victims of coercive control, elder abuse, domestic abuse and financial abuse have often already been groomed by someone else.

They may have been isolated.

They may have been told nobody will believe them.

They may have lost confidence in their own judgement.

They may be frightened of professionals.

They may be overwhelmed by documents, police reports, safeguarding referrals, court papers, wills, powers of attorney, medical records or financial information.

They may be desperate for someone to make sense of it.

That desperation is not weakness.

It is the predictable result of being failed for too long.

But it can be exploited.

A predator entering that space does not need to start from scratch. The system may already have done half the work by leaving the person confused, unheard and unsupported.

That is what makes this so dangerous.

The Disconnected Helm

This is another example of the Disconnected Helm.

Social media platforms may focus on whether a post breaches content rules, not whether a person is grooming vulnerable victims.

Police may wait until money has already been lost.

Safeguarding services may not see online influence as part of their remit.

Charities may raise awareness without recognising who is gathering around that awareness.

Professionals may tell victims to seek support without checking whether the support they find is safe.

Victims are left to work it out alone.

That is not protection.

It is another open gate.

What should people check?

Before sharing personal documents, paying money or trusting someone with sensitive information, people should ask basic questions.

Who are they?

What is their real name?

Are they part of a registered business, charity or regulated profession?

Do they have a website?

Do they have clear terms of service?

Do they explain their fees?

Do they have insurance?

Do they have a safeguarding policy?

Do they explain how they handle personal data?

Do they have a complaints process?

Are they asking for private information too quickly?

Are they moving you away from public comments into private messages?

Are they encouraging urgency, secrecy or dependence?

Are they promising outcomes they cannot possibly guarantee?

Are they asking you to trust them because of who they say they used to be, rather than showing what they are accountable to now?

These questions are not rude.

They are safety checks.

Genuine helpers should not be offended by reasonable questions.

A new phrase for a new risk

We need better language for what is happening.

“Romance scam” is too narrow.

“Pig butchering” is offender language and does not reflect the wider range of victims now being targeted.

“Online fraud” is too bland.

“Scam” often makes people think of careless victims and obvious tricks.

This is more complex than that.

It is vulnerability harvesting.

It is the gathering of wounded, frightened or unsupported people into spaces where their pain, trust, documents, money and need for justice can be studied and exploited.

The emotional hook is recognition.

The promise is justice.

The risk is access.

The harm can be devastating.

At Bridge to Justice, we believe this needs to be named, recognised and challenged.

Because where vulnerable people gather, predators will follow.

And in the age of social media and AI, the hunting ground has changed.