According to @ItsDave_ADA, Solana programs recorded hundreds of millions of transactions and over $505M in interaction volume in the past 7 days, yet almost every program shows just 1 active user in the last 24 hours. Source: @ItsDave_ADA on X, Sep 14, 2025. He asserts these headline metrics are being gamed and should not be taken as evidence of real adoption, calling them marketing. Source: @ItsDave_ADA on X, Sep 14, 2025. For trading, this implies that raw transaction and volume figures on Solana may not reflect organic usage, so traders evaluating SOL and Solana ecosystem tokens should validate active user counts before making momentum or growth-driven entries. Source: @ItsDave_ADA on X, Sep 14, 2025. Traders may consider prioritizing metrics such as unique active users, organic fee revenue, and sustainable engagement when screening Solana dApps to avoid false signals. Source: @ItsDave_ADA on X, Sep 14, 2025.

According to @sama, AI Twitter and Reddit now feel very fake compared with one to two years ago due to factors like platform engagement optimization, creator monetization, astroturfing by companies, convergence of LLM-style language, and likely bot activity, source: @sama on X, Sep 8, 2025. He also stated Codex growth is strong and the underlying trend is real, noting hype cycles swing between extremes that can distort what traders see in social feeds, source: @sama on X, Sep 8, 2025. For trading, this suggests raw social-sentiment inputs for BTC, ETH and AI-linked tokens may carry higher noise and manipulation risk and should be cross-checked against on-chain activity, liquidity and realized volatility metrics before execution, source: @sama on X, Sep 8, 2025. Given these conditions, traders should downweight pure engagement counts, tighten bot and astroturfing filters, and stress test strategies that rely on X/Reddit keyword momentum, source: @sama on X, Sep 8, 2025.

According to Edward Dowd, there was an unusual surge in bot activity responding to a particular Twitter post. This could indicate an automated attempt to influence sentiment or discussion around a topic, which traders should be cautious of when evaluating social media sentiments for trading decisions.