Interview with PPP: How the World Cup Ignited the Prediction Market, and How to Find "Replicable Smart Money"?

Original | Odaily Planet Daily (@OdailyChina)

Author|Azuma(@azuma_eth)

With the World Cup battles raging, the prediction market has witnessed a historically massive explosion of data.

Match outcomes, group stage progressions, champion predictions, Golden Boot rankings... vast amounts of capital are passionately gaming in the prediction market, driving trading volume and user participation to unprecedented heights. However, amidst the狂欢, a stark reality faces most ordinary users — staring at screens full of fluctuating probabilities, unsure how to操作 to achieve consistent profits.

In search of profit certainty, many users track "smart money" movements on social media or news platforms, but in reality, this method of "waiting for signals, then manually copying trades" often leads to passivity. Because prediction market odds fluctuate in real-time, opportunity costs vanish in an instant, making it difficult for manual operations to keep pace.

To address this issue, some users have turned their attention to generic copy-trading tools available on the market, which hide more insidious "smart money traps." Many tools only display so-called smart money addresses based on singular metrics like "total profit" or "recent win rate." Users, seeing these "gurus" with eye-catching收益 often in the millions of dollars, blindly follow, only to end up incurring losses after入场.

"Not all profitable addresses are suitable for copying."

When discussing the reasons behind this situation, PPP (Prediction Position Platform), a prediction market strategy platform we recently encountered, gave the above response.

PPP further explained that some addresses may gain收益 due to special information, extreme positions, single market events, or capital scale advantages. Ordinary users who only look at profit rankings can easily overlook factors like drawdown, liquidity, position style, and actual followability, leading to unexpected results if they copy blindly. In other words, "profitable" itself is not equivalent to "copyable."

"An address that can truly be safely copied by ordinary users must be able to achieve stable profits over a large样本 in a longer周期, with metrics like win rate, maximum drawdown, strategy stability, and position allocation... none can be missing. Only addresses that can withstand scrutiny across these dimensions have a盈利 logic that is replicable."

AI Modeling + Manual Review, Screening for Truly Reusable Strategies

In PPP's view, the biggest problem facing current prediction market users is how to筛选出 truly "replicable, verifiable, and sustainable" smart money addresses from the vast sea of trading addresses, and be able to track related address dynamics in a simpler way to participate via copy-trading.

To this end, PPP is attempting to build a comprehensive system — structuring and筛选复杂的地址数据 and trading signals, ultimately transforming them into strategy entry points that ordinary users can understand and use.

PPP team member Lorne stated regarding this: "The market isn't short on monitoring tools, nor is it short on copy-trading tools. What's missing is a mechanism that structures complex trading behaviors, cleanses them, and transforms them into strategies that ordinary users can understand, dare to use, and easily操作."

Lorne补充道, PPP employs a dual mechanism based on AI modeling and manual review, conducting a multi-dimensional analysis of specific addresses, including but not limited to:

• Profit performance and stability;
• Win rate structure;
• Maximum drawdown and risk exposure;
• Capital规模 and position allocation ratio;
• Activity level and trading frequency;
• Holding周期...

After AI综合建模 based on these indicators, the system first filters out "coincidental profits" and "abnormal trading samples," then结合人工多轮复核, finally筛选出一批 statistically more stable and具有持续研究价值的交易地址.

PPP emphasized that its AI algorithm model itself is not公开, but the platform will open this解析能力 to users in the form of an "AI Address Analysis Tool." Users can paste addresses they are tracking on PPP,同时对比聪明钱地址库,定位其盈利能力, information advantage,抗回撤能力, and win rate level, thereby判断该地址是否具备稳定实力.

Strategy Layering: Meeting Diverse Needs

After completing the initial筛选, PPP further layers these replicable smart money addresses and constructs two core product systems面向不同用户需求.

First is the "Strategy Square." According to Lorne, Strategy Square aggregates stable trading strategies verified over longer周期. Addresses entering this system typically need to meet stricter筛选标准, including:

• At least half a year of historical trading验证;
• Passing AI multi-dimensional scoring;
• Manual review confirming strategy consistency;
• Focus on risk-reward ratio and drawdown control ability;
• Emphasis on strategy replicability and long-term stability;

In summary, Strategy Square can be understood as a filtered pool of long-term strategies, aiming to provide more sustainable options for users seeking stable copy-trading. PPP also conducts weekly定期复核 on strategies in this section to ensure their continued effectiveness.

Next is the "Trading Leaderboard." Lorne explained that, unlike Strategy Square, the Trading Leaderboard leans more towards capturing阶段性机会. This list is generated by PPP through AI multi-dimensional models and manual review, primarily筛选近 30 天内表现突出的交易者, focusing on dimensions including:

• Profit growth speed;
• Win rate change trends;
• Activity level and market participation;
• Short-term capital behavior characteristics;

In this system, high收益 often come with higher volatility. PPP has also explicitly warned: "This list is more suitable for users seeking阶段性机会, not long-term stable copy-trading strategies."

To meet users' diverse操作需求, PPP will provide simple, understandable abstract summaries and descriptions of the specific styles of strategies and addresses in both Strategy Square and the Trading Leaderboard (e.g., "High implied win rate strategy,极大波动"), allowing users to更清晰地理解不同策略差异 and make informed choices.

In addition to the two standardized list systems mentioned above, PPP also provides one-click trading and address copy-tracking functions — the former helps users immediately copy a trade upon receiving a signal; the latter allows users to input any address they关注 for copy-tracking.

Trial Run Hits Jackpot: Over 60% Return in a Single Day

Lorne revealed that PPP has recently officially launched its Telegram Bot product, currently using it as the main user交互入口, with the website and other products actively under preparation.

Guided by Lorne, we also tried walking through the complete user流程 as an ordinary user.

Upon first entry, users need to log in via the Telegram小程序 (Mini App) and create a wallet. PPP's wallet system is non-custodial; users always retain control of the wallet (the私钥 can be exported following the process —务必自行妥善保管). This means any potential future收益 obtained by this wallet, such as possible airdrops from Polymarket, will belong entirely to the user.

Next is the top-up and subscription环节. PPP employs a subscription-based service; users need to subscribe first to unlock full features. The monthly subscription fee is 59 USDC, but currently, there is a limited-time discount offering subscription for 1.99 USDC, allowing第一批用户 to experience it at a low cost.

After subscribing, users can see the full unlocked services on PPP's homepage, including the aforementioned Strategy Square, Trading Leaderboard, Address Copy-Tracking, AI Address Analysis, etc., as well as "Wallet & Assets" for checking balances, "Current Copies" for查询现有持仓, "Signal Detection" for关注市场最新动向... PPP has also专门为世界杯 launched a dedicated section where users can view the latest match schedules in real-time, while PPP将持续更新相关的聪明钱动向与关键交易信号,快速定位资金正在押注什么.

As for具体的跟单操作, after selecting a strategy, users can view the core metrics of that strategy across various dimensions. Once确认符合需求, they can choose a copy amount or set custom parameters to initiate copying. It's worth特别提一下 the "Copy Settings" function within the features. Users can actively adjust parameters such as trigger amount, copy amount, slippage, take-profit, maximum position limit, etc., for different strategies in this interface to control the execution boundaries of copying.

I topped up a small $100 for a test run for a day, copying two strategies/addresses each from Strategy Square and the Trading Leaderboard. The next day when I checked, I was startled — the account net worth一度达到了 $164 at its peak, representing over a 60% return in a single day.

However, in subsequent testing, the account experienced some drawdown. Summarizing, the main issue was not setting different copy amounts for strategies with different risk appetites, leading to low-probability events consuming too much capital.

Lorne坦承 regarding this: "Although PPP has conducted rigorous筛选与复核 on the historical performance of selected strategies,认可了该地址的能力 under multi-dimensional modeling, the platform cannot guarantee that strategy accounts will continue to be profitable in the future. Therefore, it is recommended that users try within an acceptable risk range and切忌上头."

Seeking Certainty in an Uncertain Market

After testing for a few days and having an in-depth exchange with Lorne, our most直观感受 is that PPP should not be简单地理解 as a 'copy-trading tool.' It更像是 attempting to build a structured 'compilation' path 'from trading signals to executable strategies.'

Smart money确实存在, but it is分散在无数地址, strategies, and短期波动之中; profit records are also real, but the underlying risk structure, capital behavior, and strategy stability are often masked by simple profit numbers. This also explains why "following smart money" is often不稳定 in practice — users see the结果, but the market runs on过程; users want to复制收益, but often忽略掉路径.

What PPP试图解决的 is precisely this断层. Through the深度结合 of AI's complex algorithms and manual review, it denoises and structures原本混沌,随机的链上交易信号,提炼出 truly具备 "replicability"的聪明钱策略, and delivers them to users in the极低门槛 form of a TG Bot. This is both an effective defense against the "smart money trap" and an effort to消除预测市场中的信息差.

Of course, as Lorne emphasized, no historical backtesting or strategy筛选 can promise 100% future收益. High收益 in prediction markets必然伴随着高波动与高风险. PPP provides a deeply processed "weapon" — it can help users提高胜率,规避明显的坑洼 — but ultimately, whether one succeeds in the长周期的博弈 still depends on the user's own资金管理能力与风险偏好.

As the prediction market continues to evolve, whether PPP's方法论 can be tested in future market博弈仍需时间去检验. But at least for now, it provides a确定性更高的入口 for those ordinary users who want to分一杯羹 in the World Cup wave yet don't know where to start.