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The Scam Unfolds: How ChatGPT Leads Shoppers to Fraudulent Retail SitesConsumers asking ChatGPT for product recommendations are being directed to counterfeit versions of well‑known retailers such as Russell & Bromley and Dunelm. The AI returns price‑listed options, links to sites that look official, and users complete purchases that never arrive, while their bank details are harvested.Financial Toll and Scale of the FraudFake sites advertise discounts of up to 80%, a classic lure for victims.Payments are typically requested via bank transfer, a red flag that many users overlook.Ask Silver identified multiple cloned domains (e.g., therussellbromleyofficial, russellandbromleylondon) that mimic legitimate URLs.Implications for AI Trust and Consumer SafetyNational Trading Standards warns that AI‑generated recommendations are not a guarantee of legitimacy. The incident highlights a new attack vector: “poisoned” large language models that surface malicious content because the underlying training data includes fraudulent webpages.Current Mitigation Efforts by Platforms and RegulatorsOpenAI has removed the identified fraudulent URLs from its search index and provides a reporting form for policy violations.Next, the owner of the former Russell & Bromley brand, is actively working to shut down the cloned sites.Consumers are advised to verify URLs (look for .co.uk or .com), avoid extra words like “official” or “deals,” and report incidents to banks and the UK Report Fraud service.Looking Ahead: Safeguarding AI‑Driven CommerceAs AI assistants become a primary shopping aide, continuous monitoring of training data and rapid removal of malicious sources will be essential. Industry bodies may introduce stricter verification standards for AI‑generated links, and retailers are likely to adopt dedicated AI‑safe browsing tools to protect customers.