Bubblemaps Flags 90-Wallet Sniping Cluster at MYSTERY Token Launch

A blockchain analytics firm has flagged a tightly coordinated wave of activity around the Mystery (MYSTERY) memecoin at launch, where 90 newly funded wallets purchased roughly 90% of the token’s supply within minutes of trading opening. Bubblemaps labeled the pattern a “textbook scam,” arguing that the wallet cluster—funded by a single address known as 0x544E—appears to have orchestrated an outsized early stake before selling into the market and leaving late participants exposed to sharp price moves.

The wallet cluster allegedly funded by 0x544E previously moved 20 Ether from the crypto exchange Binance, according to Bubblemaps. After accumulating the majority of the supply at launch, the same cluster reportedly dumped about $100,000 worth of Mystery tokens and continues to hold around 40% of the total supply, Bubblemaps reported in a Tuesday post on X. The firm’s assessment underscores ongoing concerns that automated buying and coordinated wallet activity can dominate launches for thinly traded memecoins, undermining the principle of a fair, open starting line for all participants.

Key takeaways

• Coordinated launch boost: 90 wallets linked to 0x544E purchased about 90% of Mystery’s supply at launch and, after a partial sell-off, still control roughly 40% of the supply, according to Bubblemaps.
• “Textbook scam” characterization: Bubblemaps described the pattern as a textbook scam, highlighting how automated buying clusters can sidestep ordinary traders in nascent memecoins.
• Market performance swing: Mystery’s market capitalization surged to about $7.5 million on April 28, then declined roughly 75% to around $1.9 million, based on Dexscreener data.
• Broader context: The incident adds to a history of sniping-related risk in memecoins, a theme that has featured in prior reporting on fast-launch tokens and launch-time manipulation.
• Related signals and responses: The phenomenon has drawn attention in other memecoin episodes, including high-profile sniper activity and debates about fair launches in crypto communities.

Dissecting the launch tactic and its implications

Sniping—where bots or automated trading tools snap up newly listed tokens the moment a market opens—has long been a contentious practice in the memecoin ecosystem. Bubblemaps’ July 2024 analysis and subsequent observations emphasize that a cluster of wallets can secure a lion’s share of supply in a live launch, creating a barrier for ordinary traders who enter later. The immediate consequence is a higher risk that early holders may exit with outsized gains, while late entrants face steeper losses if the early buyers choose to sell more aggressively.

In this case, Bubblemaps noted that the cluster funded by 0x544E not only acquired most of Mystery’s supply at launch but also proceeded to liquidate a portion of its stake, selling about $100,000 worth of tokens and maintaining a substantial position. The firm framed the pattern as a classic case of market manipulation in a space where liquidity is thin and bot-driven activity can disproportionately influence price discovery. For investors and users, the episode reinforces the importance of transparent launch mechanisms and robust anti-bot controls in new-token ecosystems.

Cointelegraph reached out to Mystery for comment on the allegations but did not receive a response at the time of publication. The project brands itself as a free-spirited frog from Matt Furie’s “The Night Riders” universe and has claimed to have acquired the HEDZ NFT IP rights from Furie, according to a Monday post on X. Whether those claims will be substantiated remains unclear, and the lack of public comment from Mystery leaves unanswered questions about governance, rights, and long-term token utility.

Market trajectory: from peak to pullback

Mystery’s price action has mirrored a broader pattern often seen with memecoins: rapid appreciation fueled by novelty and social media chatter, followed by a sharp retracement as early participants take profits and new buyers reassess risk. Dexscreener data show the token’s market capitalization peaking at roughly $7.5 million on April 28, before retreating by about three-quarters to an estimated $1.9 million at the time of reporting. The chart highlights the volatility that can accompany freshly minted memecoins, particularly when a minority of wallets controls a large portion of the supply and liquidity remains shallow.

The all-time dynamics of Mystery, including its stated IP ambitions and branding around a meme character, add another layer to the story: a token whose narrative is as much about community culture as it is about on-chain mechanics. Such narratives can amplify demand in the short term, but they also attract scrutiny from researchers and on-chain watchers who assess sustainability, governance, and true fractional ownership of the supply.

For readers tracking this space, the Mystery episode is a reminder that market depth, holder concentration, and the presence of automated buying bots can significantly shape a token’s initial trajectory. Those factors, in turn, influence risk for late entrants and the potential for sharp, abrupt corrections after launch hype subsides.

Broader context: snipers, front-running, and the memecoin landscape

The incident sits within a longer arc of memecoin launches where snipers and bot-driven strategies have repeatedly captured headlines. In early 2025, a prominent sniper reportedly earned nearly $28 million on the Broccoli (BROCCOLI) memecoin, illustrating how launch-phase dynamics can generate outsized profits for a small group of participants. The episode followed public commentary from notable figures in the crypto space and underscored how launch windows can become focal points for automated, rapid trading activity.

Earlier reporting also touched on allegations surrounding new token distributions, including assertions that clusters of wallets had accumulated substantial shares of tokens at launch in other projects. While some projects disputed these claims, the pattern remains a touchstone in ongoing discussions about launch fairness and market integrity in memecoin markets. For additional context, readers can review related coverage on the topic, including notes on possible front-running considerations ahead of exchange listings.

As the ecosystem contends with these dynamics, observers are watching for clearer best practices around fair launches, anti-bot measures, and governance frameworks that can help ensure that new token markets remain accessible to a broad base of participants without enabling a small group to secure outsized control from day one.

Related reporting from Cointelegraph and its coverage network has highlighted these tensions from multiple angles, including analyses of front-running before listings and the regulatory and technological responses that may influence how exchanges and projects structure launches in the future.

Source notes and embedded context referenced in this article include Bubblemaps’ X posts detailing the 0x544E wallet cluster’s actions, Dexscreener’s price-history data, and Mystery’s public statements about IP-related claims. Readers seeking deeper, source-specific color can refer to the linked items in the original reporting for the exact timestamps and on-chain footprints.

As the market digests this episode, investors should monitor how Mystery evolves, whether the project clarifies its IP claims, and how the broader memecoin community responds to concerns about fair-launch integrity and anti-bot safeguards in the near term. The pace of regulatory and platform-level responses could also shape the risk profile for new token launches in the months ahead.