AI and Fake Financial News Are Increasing Pump-and-Dump Risks
Artificial intelligence is making it easier to produce convincing financial content, fabricate endorsements and promote selected investments across multiple online channels.
The National Crime Agency’s National Strategic Assessment 2026 states that the threat posed by pump-and-dump schemes increased during 2025. It reports that people outside the UK have used organised trading groups, social media and bogus financial-news websites to spread disinformation capable of affecting the prices of selected investments.
The NCA assesses that the threat will almost certainly increase over the next one or two years as artificial intelligence becomes more widely used.
A coordinated campaign may combine fabricated financial reporting, synthetic executive statements, manipulated videos and repeated social-media posts to create a false appearance of credibility and market interest.
Investors, listed companies, brokers and legal advisers should independently verify important financial claims before relying on them.
What Is a Pump-and-Dump Scheme?
A pump-and-dump scheme is a form of market manipulation.
Those behind the scheme promote an investment using false, misleading or exaggerated information. The promotion encourages other investors to buy, increasing demand and potentially raising the market price.
The promoters may already hold the investment or otherwise benefit from the price movement. Once the price has increased, they sell their position. The price may then fall sharply when the artificial demand disappears, leaving later investors exposed to losses.
Promotional claims may involve:
- Fabricated company results
- False contract or partnership announcements
- Invented analyst recommendations
- Coordinated social-media posts
- Anonymous investment groups
- Unsupported takeover rumours
- False regulatory approvals
- Undisclosed financial interests
Not every rapid increase in an investment’s price proves manipulation.
Concern arises where apparent market interest is being created through false information, coordinated promotion or concealed interests rather than genuine commercial developments.
Pump-and-dump activity may involve listed shares, thinly traded securities and certain cryptoassets or tokens. The legal and regulatory framework differs between markets. Cryptoassets are not currently covered by the UK market-abuse regime, although manipulative promotion may still form part of fraud or other unlawful conduct.
How Bogus Financial News Creates Credibility
An anonymous investment message may be treated cautiously. A professionally presented article can appear much more credible.
A bogus financial-news website may imitate the structure and design of an established publication. It may include:
- A convincing publication name
- Professional formatting and branding
- Named or fabricated journalists
- Charts and market data
- Supposed quotations from executives
- Links to genuine company information
- Articles about unrelated legitimate businesses
Fraudsters may also copy the branding of a real news organisation while placing the fabricated article on a different website.
The content may then be circulated through social media, encrypted messaging groups, online forums, email campaigns, sponsored advertisements and influencer accounts.
One fabricated article can be repeated by several accounts until it appears that multiple independent sources have confirmed the claim.
In reality, the websites, profiles and promotional messages may be controlled by the same person or coordinated group.
How Artificial Intelligence Changes the Threat
Artificial intelligence can reduce the time, cost and technical skill required to produce persuasive financial material.
It may be used to create:
- Financial articles written in a convincing style
- Executive interviews that never took place
- Synthetic photographs of supposed analysts or directors
- Cloned voices presented as company executives
- Manipulated videos promoting an investment
- Automated accounts supporting the same narrative
- Translated campaigns aimed at several countries
- Responses to sceptical investors in real time
- False endorsements by recognised public figures
A campaign can therefore appear larger and more credible than the number of people actually controlling it.
A realistic image, recording or video should still be treated as a claim requiring independent verification. Its professional appearance does not establish that the person depicted made the statement or endorsed the investment.
How to Verify a Financial-News Claim
Important claims should be checked through independent sources before they influence an investment decision.
Examine the exact website domain
Look beyond the logo and page design.
Warning signs may include:
- Additional words in the domain
- Misspelled publication names
- Substituted letters
- Unusual domain endings
- Links that redirect elsewhere
A visual copy of a recognised publication does not prove that the article appears on its genuine website.
Visit the publication independently
Open the publication’s official website without using the link in the advert or message.
Search for the headline, named author, quoted executive, company and claimed publication date.
If the article cannot be found, do not assume that it was simply removed.
Check official company announcements
Claims about contracts, acquisitions, financial results, regulatory approvals or new products should be compared with the company’s official announcements and relevant market disclosures.
A genuine company name or product does not validate the promotional claim.
Look for independent confirmation
Several accounts repeating the same wording do not provide independent evidence.
Check whether established and unrelated sources have reported the same development.
Verify quotations and endorsements
Confirm whether statements attributed to directors, analysts or public figures appear through their verified channels or reliable reporting.
Videos and voice recordings can be manipulated or generated synthetically.
Examine where the article leads
Be cautious where a supposed news article links directly to:
- A trading platform
- A broker registration form
- An encrypted investment group
- A token-purchase page
- A request for personal information
- A limited-time investment offer
Check the promoter’s interest
Establish whether the person promoting the investment owns it, has been paid to promote it or may benefit from a price increase.
An undisclosed financial interest is an important warning sign.
Warning Signs of Coordinated Investment Promotion
No single indicator proves that an investment is being manipulated.
Several concerns appearing together may justify closer scrutiny:
- Unsolicited investment-group invitations
- Urgent instructions to buy before an announcement
- Guaranteed or near-certain returns
- Sudden price rises without reliable supporting news
- Articles found only on unfamiliar websites
- Identical claims repeated by several accounts
- Anonymous group administrators
- Supposed insider information
- Screenshots showing unusually large profits
- Deepfake endorsements
- Pressure not to sell
- Refusal to disclose the promoter’s financial interest
Investors should not try to outsmart a suspected pump-and-dump scheme by buying early and attempting to sell before the promoters.
There is no reliable way to predict when those controlling the scheme will dispose of their position.
Pump-and-Dump Schemes and Fake Trading Platforms
A pump-and-dump scheme and a fake trading-platform scam are not necessarily the same.
A pump-and-dump scheme may involve a real investment whose market price is being influenced through misleading promotion.
A fake platform may display prices, profits and account balances that have no connection to genuine market activity.
Some campaigns combine both methods. A fabricated news article may promote a share, token or trading strategy before directing the reader to a false platform where an apparent account manager encourages further deposits.
For wider guidance on fake platforms and post-loss action, read our principal guide to Investment Fraud.
How Investors and Listed Companies Should Respond
Anyone who suspects that false information is being used to influence investment activity should:
- Stop relying on the promotional group or supposed analyst.
- Preserve the complete article, URL, publication date and surrounding context.
- Save social-media posts, group-chat histories, account names and original media files.
- Retain trading records, transaction timestamps and relevant company announcements.
- Contact the broker or platform through independently verified details.
- Report suspected market abuse or fraud through the appropriate official channel.
- Secure affected accounts or devices where credentials or remote access were involved.
- Obtain legal or investigative advice where the loss or corporate harm is substantial.
Listed companies can also be victims. Their names, directors and commercial activities may be used without permission to create false announcements or endorsements.
A company facing fabricated financial reporting may need a coordinated response involving its legal advisers, broker, relevant market or regulator, communications team and cyber-security specialists.
The response should be controlled and evidence-led. A rushed public statement may unintentionally amplify the false claim.
Fraud and Financial Investigation Services
Conflict International provides Fraud and Financial Investigation Services to investors, businesses, listed companies, law firms and professional advisers dealing with suspected financial disinformation, market manipulation and related fraud.
Depending on the available evidence, our work may include:
- Website and domain research
- Corporate and connected-party enquiries
- Comparison of apparently separate promotional sources
- Review of aliases and associated businesses
- Analysis of publication and trading timelines
- Review of communications and available transaction records
- Cross-border company research
- Evidence preservation and chronology preparation
- Clearly sourced reporting for legal and professional review
An investigation may identify connections, inconsistencies and relevant evidence. It does not determine whether conduct legally constitutes market abuse.
Private investigators cannot compel brokers, banks, platforms or regulators to disclose protected records. We do not guarantee that every promoter will be identified, that regulatory action will follow or that financial losses will be recovered.
Discuss Suspected Financial Disinformation
If a fabricated article, false endorsement or coordinated promotion appears connected to a significant investment loss or harm to a listed company, contact Conflict International with the available website addresses, articles, social-media posts, group histories, trading records and company announcements.
We can assess what corporate, digital and financial enquiries may be proportionate.
Complete the enquiry form below to request an initial assessment.