[//]:content-type-MARKDOWN-DONOT-DELETE ![](https://gimg2.gateimg.com/image/ann_en202505221845274745485608.webp) Behind the Meme coin frenzy lies a pressing question: is there a replicable formula for wealth creation? Gate Research's latest report, *“Decoding Meme Coin Fortunes — Lifecycle Identification and Investment Strategy”* offers a data-driven answer. We present a systematic “Meme Coin Lifecycle Research Toolbox” focused on two core scenarios: practical investment operations and real-time risk warning. This toolbox is designed to help users seize opportunities while avoiding pitfalls. By integrating on-chain data, community activity metrics, and market sentiment indicators, the toolbox empowers investors to identify key signals across different lifecycle stages of meme coins, anticipate risks, and track the rotation rhythm. It also provides valuable insights for policymakers seeking to understand the evolution and potential systemic risks of such assets. The report outlines a detailed signal map, stage-specific data features, thresholds, and practical guides to help investors plan and execute strategies at each stage. **Key Takeaways:** * **Core Features of the Toolbox:** * **Meme Coin Lifecycle Framework:**Sprouting (few initial holders) → Spreading (community activity and trading volume surge) → Expansion (peak in holders and transaction volume) → Peak (influx of imitators, core coin performance declines) → Decline (liquidity outflows, social engagement collapse). * **Multidimensional Signal Integration:**Social buzz and on-chain search attract investors, while DEX liquidity and Pump.fun rankings reflect capital inflows. KOLs, wallet tracking, and copy trading create social-on-chain feedback loops, driving sharp price spikes—but also accelerating drawdowns. * **Risk Recognition Model: **Monitors trading patterns and capital flows to flag potential cycle turning points in advance. * ** In-Depth Case Reviews:** * Selected multiple meme coins as representative samples to systematically summarize the duration of each lifecycle stage, on-chain peak characteristics, and key data inflection points, thereby mapping the underlying market logic and signal patterns. * Top Memes like DOGE, SHIB, PEPE, and TRUMP have experienced significantly shorter lifecycles, with market cap milestones reached in days rather than years. During early-stage booms, the number of holders grew exponentially: PEPE’s holders increased 20x, TRUMP surged from thousands to over 1 million. DOGE and SHIB’s price inflection points were mainly driven by on-chain transactions and holding patterns, while PEPE and TRUMP were more affected by Google Trends, news events, and Twitter sentiment. * **Practical Investment Playbook:** Based on case studies, the report introduces the **SIPLW Signal System**—five key indicators for lifecycle judgment: * **S**ocial Heat (e.g., tweet volume) * **I**nteraction On-chain (wallet growth, transfer activity) * **P**rice Performance (rate of change, volatility range) * **L**iquidity Shifts (TVL anomalies, DEX pool flows) * **W**hale Behavior (large inflows/outflows) With tools like Dexscreener, Dune, Arkham, investors can track lifecycle stages quantitatively and adapt strategies in real time, improving foresight and precision in meme coin investing. * **Strategic Adaptation to Lifecycle Compression: **Meme lifecycles have compressed from several months to 1–3 days. To adapt, strategies must become high-frequency and tool-driven: deploying automated signal detection systems, building Whale Watch dashboards, closely monitoring trending tokens on platforms like Pump.fun, and using multi-chain arbitrage and flash liquidity switching to keep pace with the rapidly evolving meme speculation meta.

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Gate Research: Decoding Meme Coin Fortunes — Lifecycle Identification and Investment Strategy