According to @nic__carter, X consists mostly of ragebait content posted by foreign bot farms, raising concerns that X-derived social sentiment and engagement metrics may be noisy for crypto trading workflows; source: @nic__carter, Twitter post on Nov 23, 2025. @nic__carter’s post provides no quantitative evidence or dataset, indicating the claim is qualitative and unverified, so any trading adjustments should be based on independent validation; source: @nic__carter, Twitter post on Nov 23, 2025.