GMGN CopyTrade Wallet Scraper

🧭 GMGN CopyTrade Wallet Scraper for smart money research

GMGN CopyTrade Wallet Scraper extracts public copytrade wallet leaderboards from GMGN.ai. Choose a chain, trader category, ranking metric, and wallet limit, then get a clean dataset with wallet addresses, PnL, realized profit, win rates, trading activity, balances, tags, profile metadata, source ranks, GMGN wallet URLs, and scrape timestamps.

Use it when you want a repeatable GMGN wallet scraper for smart money research, crypto wallet leaderboard exports, copy trading analysis, alpha sourcing, or recurring wallet monitoring. Instead of checking GMGN leaderboards by hand, you can run the Actor in Apify Console, call it through the Apify API, schedule repeat runs, export CSV/JSON/Excel files, or connect it to webhooks and integrations.

For a small first run, keep the default Solana Smart Money leaderboard, leave the wallet limit at 25, and start the Actor. Once the output looks right, switch chains, categories, sort fields, or 7-day filters for your own research workflow.

✅ What this Actor does

• Scrapes GMGN copytrade wallet leaderboards for Solana, BSC, Ethereum, Base, Tron, and Monad.
• Supports GMGN wallet categories including All wallets, Smart Money, Pump Smart Money, Launchpad Smart Money, KOL / VC, Fresh Wallet, Sniper, Top Tracked, Top Renamed, Top Dev, and LIVE.
• Sorts wallets by profit, PnL, win rate, transactions, volume, net inflow, last active time, balance, tracked count, or renamed count.
• Lets you cap saved wallets with maxWallets, so first runs stay small and larger exports stay predictable.
• Adds optional 7-day filters for realized profit, win rate, and transaction count.
• Saves one dataset item per successfully scraped GMGN wallet.
• Includes source rank, source URL, GMGN wallet URL, normalized timestamps, profile fields, tags, PnL buckets, and 7-day daily profit when GMGN exposes them.

This Actor is focused on GMGN leaderboard discovery. It does not deep-scrape a submitted wallet portfolio, token holdings, live buy-signal feeds, token holder lists, or rugcheck data.

📦 Data you can extract

Each output item represents one GMGN copytrade wallet. Fields include:

• walletAddress, chain, sourceRank, sourceUrl, and gmgnWalletUrl
• traderType, traderTypeLabel, sourceSortBy, and sourceSortDirection
• lastActiveTimestamp and lastActiveAt
• realizedProfit1d, realizedProfit7d, and realizedProfit30d
• pnl1d, pnl7d, pnl30d, winRate1d, winRate7d, and winRate30d
• transactions, buys, and sells for total, 1-day, 7-day, and 30-day periods
• balance, ethBalance, solBalance, trxBalance, bnbBalance, and monadBalance
• volume1d, volume7d, volume30d, netInflow1d, netInflow7d, and netInflow30d
• tags, profile, dailyProfit7d, pnlBuckets7d, scrapeStatus, and scrapedAt

Some GMGN fields are empty for some wallets. When GMGN does not expose a value, the Actor returns null for scalar fields and empty arrays for lists.

🚀 How to run

1. Choose a Blockchain.
2. Choose a Trader category.
3. Keep Wallet limit at 25 for a quick test, or raise it for a larger export.
4. Pick the ranking metric in Sort by and choose the sort direction.
5. Optional: add 7-day filters for profit, win rate, or transaction count.
6. Run the Actor and open the dataset.

You can export the dataset as JSON, CSV, Excel, XML, RSS, or HTML. You can also schedule runs to monitor a GMGN leaderboard over time or use the Apify API to pull fresh wallet rows into your own app.

⚙️ Input options

{
	"chain": "sol",
	"traderType": "smart_degen",
	"maxWallets": 25,
	"sortBy": "profit_7d",
	"sortDirection": "desc",
	"minProfit7d": 5000,
	"minWinRate7d": 40,
	"minTxs7d": 10
}

chain selects the GMGN blockchain leaderboard. traderType selects the wallet group. maxWallets controls how many wallet rows are saved. sortBy and sortDirection control the leaderboard order. The optional 7-day filters help you keep only wallets that match your minimum profit, win rate, or activity threshold.

🧾 Output example

{
	"walletAddress": "mDR91ufq4S2uSHa9E2PYL7xg4LwcQXaQFP7YK864a1z",
	"chain": "sol",
	"sourceRank": 1,
	"traderType": "smart_degen",
	"traderTypeLabel": "Smart Money",
	"sourceSortBy": "profit_7d",
	"sourceSortDirection": "desc",
	"gmgnWalletUrl": "https://gmgn.ai/sol/address/mDR91ufq4S2uSHa9E2PYL7xg4LwcQXaQFP7YK864a1z",
	"lastActiveAt": "2026-05-28T14:10:49.000Z",
	"realizedProfit7d": 33461.114797366354,
	"pnl7d": 0.3277785183031044,
	"winRate7d": 0.6578947368421053,
	"transactions7d": 300,
	"buys7d": 216,
	"sells7d": 84,
	"tags": ["smart_degen", "fomo"],
	"profile": {
		"twitterUsername": null,
		"twitterName": null,
		"nickname": null
	},
	"scrapeStatus": "ok",
	"scrapedAt": "2026-05-28T14:58:27.229Z"
}

The exact wallet data changes as GMGN updates its leaderboards.

💳 Pricing

This Actor uses pay-per-event pricing. You pay for each GMGN wallet saved by the Actor. Keep the wallet limit small for a test run, then increase it when you are ready to export more leaderboard rows.

⚠️ Limits and caveats

GMGN leaderboard data changes often, especially for active wallets and short time windows. Treat each run as a snapshot of the public GMGN leaderboard at the time the Actor ran.

The Actor only returns data exposed by the public GMGN leaderboard response. It does not require your GMGN account, cookies, wallet connection, private API key, or login details. It also does not create trading signals, financial advice, or investment recommendations.

❓ FAQ

🧾 Does this scrape a specific wallet portfolio?

No. This Actor scrapes GMGN copytrade wallet leaderboards. It does not accept wallet addresses as targets or return a full token-by-token portfolio for a submitted wallet.

📅 Can I use it for recurring smart money monitoring?

Yes. Schedule the Actor on Apify and compare exported wallet rows over time. Each row includes sourceRank, sourceUrl, gmgnWalletUrl, and scrapedAt to make snapshots easier to trace.

🔐 Do I need GMGN cookies or an API key?

No. The Actor is built for public GMGN leaderboard data and does not ask you for GMGN credentials.

📭 Why are some fields empty?

GMGN does not expose every field for every wallet. Empty scalar values are returned as null, and missing lists are returned as empty arrays.

📝 Changelog

• 0.1: Initial release.

🆘 Support

For issues, questions, or feature requests, file a ticket and I'll fix or implement it in less than 24h 🫡

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Made with ❤️ by Maxime Dupré