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Facebook’s AI is now more sophisticated than ever. It can detect bot patterns within minutes. The era of "fake it till you make it" on Facebook is over. Today, the algorithm rewards authenticity, velocity of genuine engagement, and relevance.

| Red Flag | What It Means | | :--- | :--- | | | They use hacked accounts. Facebook will blame you. | | "Free trial" with credit card required. | They will bill you monthly forever. | | "Unlimited likes" for a one-time fee. | Mathematically impossible. They will deliver junk data. | | The website has no privacy policy or contact page. | The tool is hosted on a cheap server that will disappear in 3 months. | | Testimonials show stock photos. | Use Google Reverse Image Search on their "happy customers." | auto facebook page liker

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