logo
    • Buy Crypto
    • Markets
    • Futures
    • Spot
    • Earn
    • Affiliates & AI
    • More
    1. WEEX
    2. Crypto News
    3. How to Make Money on Polymarket Using AI?

    How to Make Money on Polymarket Using AI?

    By: blockbeats|2026/04/03 05:05:58
    0
    Share
    copy
    Prefer us on GooglePrefer us on Google
    GPT AIGPT AI
    Alien InvasionAlien Invasion
    Ai.comAi.com
    AI ProtocolAI Protocol
    Artificial InuArtificial Inu
     
    Original Title: How Perplexity + Claude Replace an Entire Analyst Team on Polymarket
    Original Author: @0xwhrrari
    Translation: Peggy, BlockBeats

    Editor's Note: This article introduces a method to identify arbitrage opportunities on Polymarket and systematically execute them: using Perplexity for research to pinpoint discrepancies between data and market pricing; using Claude to build trading logic, manage risk, and automate execution; ultimately completing trades and realizing gains on Polymarket.

    The author's key insight is that profits come from "structured information asymmetry." Market prices more so reflect group intuition, while data (such as weather forecasts) provides a probability distribution. When these two are misaligned and continually captured by a system, they can be transformed into stable trading opportunities. Claude is the brain, Polymarket is the wallet, and Perplexity is the eye, all working together to form a complete arbitrage loop.

    This model not only lowers the barrier to entry, allowing individuals to possess close to a "team-level" capability, but also raises the competitive standard. With research, analysis, and execution compressed into a single continuous chain, relying solely on experience or manual operation will increasingly struggle to compete with systematic strategies.

    For the average participant, a more realistic path is to first find certainty through research and then leverage systems to amplify gains. Those who can validate this method earlier are more likely to consistently earn stable returns in these seemingly straightforward markets.

    The following is the original text:

    Among the top 20 traders on Polymarket, 14 of them are actually bots. One AI-powered entity based on Claude turned $1,000 into $14,216 within 48 hours; while another AI entity based on OpenClaw was liquidated to zero on the same platform in the same timeframe.

    The difference lies not in code quality but in preparedness.

    One AI was simply fed a generic prompt to "trade on Polymarket," while behind the other was a complete research apparatus: which niche track to trade in, who's already profiting, where the data is coming from, and how the underlying math checks out.

    Perplexity AI handles research, Claude handles coding, and Polymarket handles payout.

    This is the full breakdown, recommended for bookmarking.

    You can try:

    · Perplexity: perplexity.ai

    · Strategy View: polymarket.com

    · Copy Trading Bot: t.me/PolyGunSniperBot

    · Telegram Channel: rari lr

    Research Layer: From Zero to Strategy in 10 Minutes

    There are dozens of trading categories on Polymarket: politics, crypto, sports, weather. Most people choose based on intuition, which is the beginning of losses.

    With just one in-depth research query, Perplexity can scan over 47 information sources in less than 3 minutes: including Polymarket's API documentation, traders' profit and loss screenshot-sharing posts on Reddit, and Twitter analyses breaking down wallet behavior.

    Most importantly, each conclusion comes with citations and source links—not unverifiable raw text, but clickable, verifiable "data-backed evidence."

    How to Make Money on Polymarket Using AI?

    The breakdown is almost immediate:

    BTC 5-Minute Market: Arbitrage window is only 2.7 seconds, entering the realm of High-Frequency Trading (HFT). You need co-located servers and a budget of at least six figures.

    Sports Arbitrage: Profit margins typically range from 1-3%, requiring a capital of at least $5,000 to justify execution risk.

    Weather Market: Profit margins are over 3-4 times, with an entry of $100. Most participants are retail traders pricing based on intuition.

    After the initial response, Perplexity AI will also proactively suggest follow-up research questions:

    "Should you compare NOAA and other weather forecast providers?"—Yes

    “Should we take a look at Polymarket's fee structure?” — Yes

    “How does the historical accuracy of weather forecasts vary across different time spans?” — Yes

    It further unearthed multiple transaction wallet profiles. The system even automatically extracted data not present in the API: entry timing patterns, average position sizes, trade frequency distribution. Such analysis, if done manually tracking wallets one by one, would probably take a junior analyst a whole day.

    And the common traits among these wallets are very clear: fully automated, running 24/7 all year round, making emotionless decisions. No one is sitting in front of the computer clicking the mouse — these bots are mathematically trading.

    The third query then delved deeper: What is the best data source for the U.S. weather market?

    Perplexity compared NOAA, OpenWeatherMap, and AccuWeather, conducting a systematic evaluation from multiple dimensions such as accuracy, cost, update frequency, and API availability.

    NOAA excelled in all truly critical metrics. Free, 24–48-hour forecast accuracy of 94%, based on decades of satellite data and supercomputer modeling, updated hourly, open API, with almost no rate limits within reasonable usage.

    With just three queries and ten minutes, a comprehensive strategy map was obtained: which niche market to focus on, who is already profitable, and where the data sources are located.

    Without Perplexity, the same research would often take 4 to 5 hours, flipping back and forth between Twitter, Reddit, various documentation pages, and academic papers, with no guarantee of finding the right sources.

    The Mathematical Logic Behind the Advantage

    Polymarket's temperature market is a binary market: “Will the temperature in New York be above 72°F this Saturday?” The answer is only two: yes or no. The final settlement is either $1 or $0.

    But who prices these markets? Retail traders. They will check the weather app on their phones, maybe glance at the 7-day weather forecast. They won't delve into NOAA's probability distribution data.

    The result is this: while NOAA gives a 94% confidence interval for a temperature range, the market only prices it at 11 cents.

    This is the result shown by the data, indicating a structural disconnect with the market's collective perception.

    For example, NOAA believes there is a 94% probability that New York will experience temperatures between 74–76°F on Saturday, but on Polymarket, the price for this range is only 11 cents. So, the bot buys in at 11 cents. As more information is gradually absorbed by the market in the following hours, the price rises to 45–60 cents. The bot sells at 47 cents. Profit per share: +36 cents.

    If operating on a $2 position, the gain is +$6.50. Running 10 trades like this a day results in $65.

    A single trade may not seem remarkable. What truly excites is the outcome at scale.

    This is also why the model council of Perplexity is crucial. The query regarding "optimal position size" is not handled by a single model—it is run concurrently by Claude, GPT, and Gemini.

    The ultimate answer provided is not the "view" of a single model, but the result of convergence from the three major models.

    When Claude, GPT, and Gemini independently calculate and reach a unanimous conclusion on the same Kelly position ratio, it is no longer a possible "illusionary output" but a cross-validated result.

    In practical operation, if the capital is only $100, each position should not exceed $2.

    Is this conservative? Certainly. However, NOAA still has an error rate of about 6%. Without proper position control, one erroneous trade is enough to wipe out all the day's profits. With 6 cities, each with over 10 temperature ranges—this means there are over 60 markets to scan every day.

    Perplexity's multisource analysis further consolidates three independent meteorological studies, confirming that NOAA's 94% forecast accuracy within 24 hours is actually a conservative estimate—especially for core metropolitan areas with denser weather station coverage, the accuracy is often higher.

    And this bot scans the market every 2 minutes. By this calculation, it completes 720 scans across over 60 markets each day. This coverage intensity is simply unsustainable for humans.

    Claude as the "Brain"

    The entire system is divided into three modules: Scanner, Parser, Executor.

    NOAA Scanner:

    Polymarket Parser:

    Decision Logic:

    Telegram Reporting Module:

    A regular script would only execute if/then logic: condition met → buy. It's that simple. Whereas an agent based on Claude would read the "context."

    For example, if a hurricane is approaching? The NOAA data, originally updated hourly, is now updated every 30 minutes. The agent will recognize the increasing forecast instability and automatically reduce position size. It will also read news flows, monitor sentiment on Twitter, cross-validate multiple data sources—adjusting its confidence dynamically before actually placing an order.

    That's the difference between a calculator and an analyst.

    Entering at 15 cents with NOAA confidence above 85% means there is at least a 5.6x discrepancy between true probability and market pricing.
    Exiting at 45 cents would allow locking in 3x gains on each successful trade.

    Setting the daily loss limit at $50 means the worst-case scenario for a day is losing half the principal—at which point the bot automatically shuts down, resuming the next day.

    -- Price

    --

    The Stack

    Perplexity AI addresses the research layer gap: niche market selection, data source identification, mathematical validation, risk assessment—all based on verifiable references and sources.

    Claude addresses the execution layer gap: code generation, logic implementation, and real-time adaptive decision-making.

    Polymarket represents the monetization layer.

    Why Perplexity is an Asymmetric Advantage

    Most people underestimate the "research" step. They jump straight to writing code, directly executing strategies—and then are puzzled why the bot starts losing money on day one.

    Perplexity is not a search engine disguised as a chat interface; it is fundamentally a research infrastructure.

    Multi-Model Consensus Mechanism
    Your query is not handed to just one model but simultaneously run on Claude, GPT, and Gemini. When the three models independently converge on an answer, you are no longer facing a "potential illusion" but a cross-validated signal.

    All Conclusions Are Sourced
    Every judgment can be traced back to its origin. It's not "I think NOAA's accuracy is 94%," it's: here are research papers, API documentation, and Reddit discussions where traders have verified real P&L. You can fact-check every single point.

    The Depth of Deep Research
    Analyzing over 47 information sources in less than 3 minutes: academic papers, API documentation, trading forums, Twitter data analysis. The output is not a bunch of links but actionable strategies.

    Auto-Generation of Follow-Up Questions
    It doesn't just answer questions; it also tells you what to ask next: "Should you compare different forecast sources?" "Should you break down the cost structure?" It constructs a complete research path for you.

    Compound Effect of Speed
    10 minutes of research replacing 4–5 hours of manual retrieval. This is not just a convenience improvement but a structural advantage. While others are still scrolling Reddit, your bot has already started running and generating returns.

    Claude is the brain; Polymarket is the wallet; and Perplexity is the eye.

    Without it, you are trading blindly; with it, before placing a bet, you have already seen the entire chessboard.

    Research Layer → Strategy Layer → Execution Layer → Returns, Perplexity is the first step. And the first step is precisely where 90% of traders fail.

    Do not skip it.

    Most people read through these, nod, and then go back to manual trading. The ones who take real action, however, have already opened Perplexity in another tab and launched the first Deep Research query: Market Segmentation, Profitable Wallets, Data Sources, Kelly Criterion Position Sizing...

    The distance from 'knowing' to 'doing' is just a prompt.

    Wait until you make your first $6.50 in some Weather market, then come back and read this again—your understanding will be completely different.

    [Original Article Link]

    This content is provided for general informational purposes only and doesn't constitute financial, investment, legal, or tax advice. Any events, rewards, online promotions, or related information mentioned herein should not be considered a recommendation, solicitation, or invitation to purchase, sell, trade, or otherwise deal in any crypto assets. Crypto assets are highly volatile and may result in loss. The availability of WEEX services, products, and related events may vary by region. You are responsible for ensuring that your participation is in accordance with applicable local laws and regulations.

    You may also like

    Ethereum Dominates RWA, While Solana Gains More Space in Trading

    Ethereum Dominates RWA, While Solana Gains More Space in Trading

    Ethereum maintains its leading position in the global market for Real World Asset (RWA) tokenization, while Solana emerges as a major alternative network in the spot trading of these assets.
    Wall Street Conspiracy Theory: Did Waller Intentionally Raise Long-Term U.S. Treasury Yields?

    Wall Street Conspiracy Theory: Did Waller Intentionally Raise Long-Term U.S. Treasury Yields?

    Vitalik Buterin Supports Signal's Phone Number Concealment Feature

    Vitalik Buterin Supports Signal's Phone Number Concealment Feature

    Investigation into Zhou, known as 'Bobby', linked to $10 billion WLFI purchase

    Investigation into Zhou, known as 'Bobby', linked to $10 billion WLFI purchase

    Guren “Bobby” Zhou, identified as the entrepreneur behind Aqua 1, which purchased $100 million worth of WLFI tokens, is still under investigation in a money laundering case in the UK.
    Cryptocurrency in the Second Week of August | Financial Services Agency Standardizes Cyber Attack Reporting Format

    Cryptocurrency in the Second Week of August | Financial Services Agency Standardizes Cyber Attack Reporting Format

    Streaming Platforms: How to Use Your Dollars to Pay Less and Avoid Excessive Taxes

    Streaming Platforms: How to Use Your Dollars to Pay Less and Avoid Excessive Taxes

    Reviewing subscriptions, eliminating duplicate services, and choosing the best way to settle accounts can reduce monthly household expenses.
    Trump and Islamophobia: The Chorus That No Longer Mobilizes Votes

    Trump and Islamophobia: The Chorus That No Longer Mobilizes Votes

    President Trump has maintained his hostile rhetoric and policies towards Muslims, but Islamophobia no longer serves as a political weapon. Muslim voters are divided, Democrats have changed their language, and relations with Arab governments complicate the narrative.
    Situational Awareness Bets US$ 400 Million on Chips After Losing Half of Its Fund

    Situational Awareness Bets US$ 400 Million on Chips After Losing Half of Its Fund

    China Runs Out of Chinese Data to Train AI: The New Wall Is Not Chips

    China Runs Out of Chinese Data to Train AI: The New Wall Is Not Chips

    China faces a new bottleneck in the AI race: the shortage of training data in Chinese. While chips dominate the debate, experts warn that the 1.3% of web content in Chinese could hinder the development of AI models in the country.
    XRP: ETFs Continue to Rise, but the Market Shows Signs of Fragility

    XRP: ETFs Continue to Rise, but the Market Shows Signs of Fragility

    World Liberty received $100 million from businessman investigated for money laundering: NYT

    World Liberty received $100 million from businessman investigated for money laundering: NYT

    Amazon Plans Power Plant That Could Be the Largest Polluter in the U.S.

    Amazon Plans Power Plant That Could Be the Largest Polluter in the U.S.

    XRP Ledger retires 5 amendments, users unaffected

    XRP Ledger retires 5 amendments, users unaffected

    Michael Saylor reveals how ChatGPT helped Strategy unlock $15 billion for its Bitcoin machine

    Michael Saylor reveals how ChatGPT helped Strategy unlock $15 billion for its Bitcoin machine

    Strategy used AI to design preferred stocks like STRC, raising about $10.5 billion through one instrument and roughly $15 billion overall.
    Mario, Pikachu, and Naruto at the Service of the White House: Tokyo Says Stop

    Mario, Pikachu, and Naruto at the Service of the White House: Tokyo Says Stop

    Tokyo criticizes the Trump administration for using Pokémon, Mario, and Naruto without permission in political and military videos.
    Wall Street put $7B into tokenized funds, but under 1% is actually being used in DeFi

    Wall Street put $7B into tokenized funds, but under 1% is actually being used in DeFi

    Nearly $4 billion in tokenized assets now sits inside DeFi, supporting lending, collateral, liquidity, and yield.
    Andrés Neumeyer: "The independence of the BCRA could be the most important anti-inflationary policy of the last 30 years"

    Andrés Neumeyer: "The independence of the BCRA could be the most important anti-inflationary policy of the last 30 years"

    The economist and former Deputy General Manager of Economic Research at the Central Bank (BCRA) argues that the reform of the Organic Charter promoted by President Javier Milei could be key to consolidating the reduction of inflation. He also believes that moderating the economic program would not n...
    AI Security Testing Frequently Crosses Boundaries, Evaluation Environments Become New Risk Points

    AI Security Testing Frequently Crosses Boundaries, Evaluation Environments Become New Risk Points

    Amazon Data Center in Texas: 33 Million Tons of CO2 Annually

    Amazon Data Center in Texas: 33 Million Tons of CO2 Annually

    Strategy teases next Bitcoin move after 1,030 BTC transfer

    Strategy teases next Bitcoin move after 1,030 BTC transfer

    Researchers Showcase Adversarial Patterns to Disrupt Surveillance Recognition

    Researchers Showcase Adversarial Patterns to Disrupt Surveillance Recognition

    What happens when a stablecoin depegs for 30 seconds

    What happens when a stablecoin depegs for 30 seconds

    web3: Firmus Valuation Rises to $10.5 Billion After Transitioning to AI Infrastructure

    web3: Firmus Valuation Rises to $10.5 Billion After Transitioning to AI Infrastructure

    IMF warns local stablecoins could speed dollar adoption

    IMF warns local stablecoins could speed dollar adoption

    King's Cross in London Emerges as a Global AI Startup Hub

    King's Cross in London Emerges as a Global AI Startup Hub

    AI financial advisers carry a hidden Bitcoin bias activated by a single specific switch

    AI financial advisers carry a hidden Bitcoin bias activated by a single specific switch

    A new study found that AI financial advisers treat Bitcoin differently depending on how the same investment task is framed.
    AI Destroys Jobs, But Boosts Stocks: How Long Will This Last?

    AI Destroys Jobs, But Boosts Stocks: How Long Will This Last?

    Crypto is going through a massive dot-com style shakeout as over 100 projects fold in 2026

    Crypto is going through a massive dot-com style shakeout as over 100 projects fold in 2026

    Digital Assets on the Brink of a Bull Market: Similar to the Early 2000s Internet Transition

    Digital Assets on the Brink of a Bull Market: Similar to the Early 2000s Internet Transition

    What happened to ai16z, the $2.4 billion AI token declared dead?

    What happened to ai16z, the $2.4 billion AI token declared dead?

    ai16z was worth $2.4 billion. Its founder now declares the token dead. A look back at the fall of Eliza, an AI DAO on Solana.

    Ethereum Dominates RWA, While Solana Gains More Space in Trading

    Ethereum maintains its leading position in the global market for Real World Asset (RWA) tokenization, while Solana emerges as a major alternative network in the spot trading of these assets.

    Wall Street Conspiracy Theory: Did Waller Intentionally Raise Long-Term U.S. Treasury Yields?

    Vitalik Buterin Supports Signal's Phone Number Concealment Feature

    Investigation into Zhou, known as 'Bobby', linked to $10 billion WLFI purchase

    Guren “Bobby” Zhou, identified as the entrepreneur behind Aqua 1, which purchased $100 million worth of WLFI tokens, is still under investigation in a money laundering case in the UK.

    Cryptocurrency in the Second Week of August | Financial Services Agency Standardizes Cyber Attack Reporting Format

    Streaming Platforms: How to Use Your Dollars to Pay Less and Avoid Excessive Taxes

    Reviewing subscriptions, eliminating duplicate services, and choosing the best way to settle accounts can reduce monthly household expenses.
    ...
    Exclusive new user rewards
    Sign up to get 10 USDT
    Exclusive new user rewardsSign up

    Contents

    Research Layer: From Zero to Strategy in 10 Minutes
    The Mathematical Logic Behind the Advantage
    Claude as the "Brain"
    GPT AI
    The Stack
    Why Perplexity is an Asymmetric Advantage

    Latest articles

    2026/05/22

    Morning Report | SpaceX reveals it holds approximately $1.45 billion in Bitcoin; Nvidia's Q1 financial report shows revenue of $81.6 billion; Manus plans to raise $1 billion for buyback business

    Overview of Important Market Events on May 21
    AAVEAAVE
    00.00%--
    BTCBTC
    00.00%--
    COMPCOMP
    00.00%--
    2026/04/23

    Who will replace AAVE as the new king?

    Morpho and JupLend are narrowing the gap, but is this a true disruption or an illusion caused by external shocks? Looking back at the three phases of lending on Ethereum and Solana, the answer may be surprising.
    AAVEAAVE
    00.00%--
    ETHETH
    00.00%--
    SOLSOL
    00.00%--
    COMPCOMP
    00.00%--
    2026/04/19

    The $293 million bug wasn't in the code; so, what's the deal with the "DVN Configuration Bug," which led to the largest hack of 2026?

    「Audit Passed」 these four words do not cover the location of the parameter.
    ZROZRO
    00.00%--
    AAVEAAVE
    00.00%--
    COMPCOMP
    00.00%--
    2026/04/07

    Trade.xyz: Pricing the World? On-Chain Markets Are Becoming the Market

    When the market begins to move ahead of the news, a shift from trading to pricing is taking place
    AAVEAAVE
    00.00%--
    SUSHISUSHI
    00.00%--
    COMPCOMP
    00.00%--
    UNIUNI
    00.00%--
    2026/04/03

    How to Make Money on Polymarket Using AI?

    Polymarket is the wallet, Claude is the brain, Perplexity is the eye
    More

    Latest coin listings on WEEX

    logoCommunity
    iconiconiconiconiconiconicon
    Customer Support:@weikecs
    Business Cooperation:@weikecs
    Quant Trading & MM:bd@weex.com
    VIP Program:support@weex.com
    • About Us
    • Announcement Center
    • Media Kit
    • WEEX Community
    • WXT Zone
    • Announcement
    • Legal Statement
    • Risk Disclosure
    • Terms and Policies
    • Privacy Policy
    • Whistleblower Notice
    • AML/CTF Policy
    • Law Enforcement
    • User Guide
    • Product Launches
    • Crypto News
    • Product Launches
    • Crypto Wiki
    • Learn
    • Q&A
    • Spot
    • Futures
    • Glossary
    • VIP Program
    • Download
    • Affiliate
    • Protection Fund
    • Proof of Reserves
    • Sitemap
    • ETFs
    • Crypto Prices
    • Price Predictions
    • WXT Price
    • BTC Price
    • ETH Price
    • DOGE Price
    • How to Buy Crypto
    • How to Buy WXT
    • How to Buy BTC
    • How to Buy ETH
    • How to Buy DOGE
    • Help Center
    • Fee Schedule
    • Trading Rules
    • WEEX Academy
    • Contact Verifier
    • Submit Feedback
    • About Us
    • Announcement Center
    • Media Kit
    • WEEX Community
    • WXT Zone
    • Announcement
    • Help Center
    • Fee Schedule
    • Trading Rules
    • WEEX Academy
    • Contact Verifier
    • Submit Feedback
    • Customer Support Bot
    • VIP Services
    • Legal Statement
    • Risk Disclosure
    • Terms and Policies
    • Privacy Policy
    • Whistleblower Notice
    • AML/CTF Policy
    • Law Enforcement
    • Proof of Reserves
    • Invite Friends
    • OTC
    • Download
    • Affiliate
    • VIP Program
    • API
    • Broker
    • Listing Application
    • Affiliate T&C
    • Sitemap
    • Futures
    • Spot
    • Copy Trade
    • Markets
    • WEEX Store
    • User Guide
    • Product Launches
    • Crypto News
    • Product Launches
    • Crypto Wiki
    • Learn
    • Q&A
    • Spot
    • Futures
    • Glossary
    • VIP Program
    • Download
    • Affiliate
    • Protection Fund
    • Proof of Reserves
    • Sitemap
    • ETFs
    • Crypto Prices
    • Price Predictions
    • WXT Price
    • BTC Price
    • ETH Price
    • DOGE Price
    • How to Buy Crypto
    • How to Buy WXT
    • How to Buy BTC
    • How to Buy ETH
    • How to Buy DOGE
    • About Us
    • Announcement Center
    • Media Kit
    • WEEX Community
    • WXT Zone
    • Announcement
    • Help Center
    • Fee Schedule
    • Trading Rules
    • WEEX Academy
    • Contact Verifier
    • Submit Feedback
    • Legal Statement
    • Risk Disclosure
    • Terms and Policies
    • Privacy Policy
    • Whistleblower Notice
    • AML/CTF Policy
    • Law Enforcement
    • Customer Support Bot
    • VIP Services
    • Futures
    • Spot
    • Copy Trade
    • Markets
    • WEEX Store
    • Proof of Reserves
    • Invite Friends
    • OTC
    • Download
    • Affiliate
    • VIP Program
    • API
    • Broker
    • Listing Application
    • Affiliate T&C
    • Sitemap
    • User Guide
    • Product Launches
    • Crypto News
    • Product Launches
    • Crypto Wiki
    • Learn
    • Q&A
    • Spot
    • Futures
    • Glossary
    • VIP Program
    • Download
    • Affiliate
    • Protection Fund
    • Proof of Reserves
    • Sitemap
    • ETFs
    • Crypto Prices
    • Price Predictions
    • WXT Price
    • BTC Price
    • ETH Price
    • DOGE Price
    • How to Buy Crypto
    • How to Buy WXT
    • How to Buy BTC
    • How to Buy ETH
    • How to Buy DOGE

    Where new wealth is made

    Download app

    Sign Up
    h5 logo
    Download