According to @EvgenyGaevoy, X’s current incentive structure promotes engagement bait over quality content, creating noisier social-sentiment signals that can mislead trading strategies that rely on likes, reposts, and comments (source: @EvgenyGaevoy on X). According to @EvgenyGaevoy, the post sarcastically suggests that acceptable engagement bait appears to be favored when tied to US-based styles, implying potential geographic bias in what content is algorithmically amplified on X (source: @EvgenyGaevoy on X). According to @EvgenyGaevoy, traders should treat engagement-only spikes on X with caution because the prevalence of engagement farming can distort perceived interest and momentum for tokens when using social-sentiment trading screens (source: @EvgenyGaevoy on X).