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Ethical and Legal Considerations Using fake engagement is ethically problematic because it misrepresents audience size and influence. In some jurisdictions or contexts (e.g., regulated advertising, endorsements), misrepresenting metrics can also carry legal or contractual consequences. Platforms’ terms of service typically forbid such deceptive practices.

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