On social media platforms, manipulators of Ponzi schemes may use comments or feedback to enhance their credibility through the following means. It should be emphasized that**These behaviors all involve fraud and violations of the law. This article is only used to expose scam patterns to raise public awareness of prevention.**： --- ### **1. Fake accounts and robot manipulation** -**Fake user identity**: Create a large number of fake accounts and simulate real users to post “success stories”, such as screenshots or videos of “investing in X days to earn high returns”. -**Automated brush reviews**: Use robots to like, forward or post template-based praise in batches (such as “Thanks to the platform, the revenue has arrived!") ”), creating false activity. --- ### **2. Selective display and information filtering** -**Delete negative comments**: Quickly delete messages questioning the scam, or use the platform's reporting function to remove negative content from the shelves “in violation of the law.” -**Featured display praise**: Only supportive user feedback is disclosed to create the illusion of ”zero bad reviews". --- ### **3. Forged social proof and authoritative endorsement** -**Forged data**: Display the real-time growth of the “number of participants” or “total investment" on the page (the background can be tampered with at will). -**Misappropriation of authoritative image**: Figure P fakes cooperation with celebrities and institutions, or misappropriates news clips out of context, claiming “official support.” --- ### **4. Community psychological manipulation** -**Closed community brainwashing**: Create a private group, ask members to “pull people into the group to get rewards”, and arrange “child care” in the group to share false benefits every day to suppress questioning voices. -**Create a sense of urgency**: Through comments claiming that “the quota is about to close” or “the yield is about to be lowered”, use crowd psychology to encourage people to invest impulsively. --- ### **5. Emotional kidnapping and Trust building** -**Create a ”people-friendly" human design**: Interact frequently as a “mentor” and “successful investor”, and use cordial language (such as “family” and “brother”) when replying to comments to reduce the victim's vigilance. -**Fake personal stories**: Fabricate “counterattack experiences” (such as ”millions in debt to freedom in wealth") to arouse emotional resonance through short videos or long articles. --- ### **6. Technical means to enhance credibility** -**Fake the platform interface**: Create a highly imitated ”revenue withdrawal" page or APP to induce users to take screenshots and spread. -**Use algorithm rules**: Through high-frequency publishing, keyword optimization (such as #financial management#entrepreneurship) and purchase traffic, make scam content popular recommendations. --- ###**How to identify and prevent? ** 1. **Be wary of unreasonable returns**: Ponzi schemes usually promise “risk-free and high returns” (such as daily returns of more than 1%). 2. **Verification of information sources**: Verify the authenticity of the so-called “cooperative institutions” through official channels. 3. **Check user portraits**: Fake accounts often have empty content, short registration times, and similar friend lists. 4. **Refuse to close communities**: Be vigilant to groups that require confidentiality and prohibit external discussion. 5. **Consult a professional**: Seek verification from a financial supervisory authority or a lawyer before investing. --- The essence of the Ponzi scheme is to “use the money of latecomers to make up for the loopholes in the early stage”, which is destined to collapse. Although the manipulation methods on social media are confusing, risks can still be effectively identified through rational analysis and multi-party verification. It is important to keep in mind: ** There is no investment in the world that makes steady profits and no losses.