GMGN Token Stat Scraper

GMGN Token Stat Scraper is a powerful web scraping tool developed for the Apify platform. This tool automatically extracts comprehensive token information from the GMGN.ai platform, analyzes it, and allows you to monitor it. Working across different blockchain networks (Ethereum, BSC, Base, Solana, Tron, Monad, HyperEVM, MegaETH, Robinhood, and X Layer), it collects detailed token data including pricing, liquidity, holder and trader distribution, all-time high (ATH) metrics, security analysis, rug risk assessment, launchpad details, and developer/creator information.

Why Should You Use GMGN Token Stat Scraper?

GMGN Token Stat Scraper saves you hours by automating manual data collection processes and provides you with access to the most up-to-date token information. This tool offers you the following advantages:

• Time Saving: Saves you hours by automating manual data collection processes
• Comprehensive Token Data: Complete token information including pricing, liquidity, holder & trader distribution, all-time high (ATH) metrics, security analysis, rug risk, and launchpad details
• Multi-Blockchain Support: Works on Ethereum, BSC, Base, Solana, Tron, Monad, HyperEVM, MegaETH, Robinhood and X Layer networks
• Batch Processing: Ability to scan multiple token addresses efficiently in batches

Features

• Extracts comprehensive token information from GMGN.ai
• Can scan multiple token addresses simultaneously
• Retrieves detailed token data including pricing, liquidity, pool information, and developer metrics
• Stores collected data in Apify data storage and allows you to export it in various formats (JSON, CSV, Excel)
• Provides faster and more reliable results with proxy support
• Automatic token address validation and conversion to appropriate format

Use Cases

• Token Research: Analyze comprehensive token information including pricing, liquidity, and trading metrics
• Investment Analysis: Evaluate token fundamentals, holder distribution, and market performance
• Market Monitoring: Track token price movements, volume changes, and trading activity
• Due Diligence: Research token creator information, launch details, and developer activity
• Data Science Projects: Create comprehensive token datasets for crypto market analysis
• Portfolio Management: Monitor and analyze multiple tokens efficiently

Usage

1. Run this actor in the Apify console.
2. Provide the required inputs:
   • tokenAddresses: Token addresses to be scanned (you can enter multiple token addresses)
   • chain: Blockchain network to be scanned (eth, bsc, base, sol, tron, monad, hyperevm, megaeth, robinhood, xlayer)
   • proxyConfiguration: Proxy configuration

Example Input

{
  "tokenAddresses": ["FyrBf5xKg5EwKZ9pHvSpJeLLuCWBicTpm3VvZcsibonk"],
  "chain": "sol",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": []
  }
}

Output

The collected data is saved to the Apify dataset. The output contains comprehensive token information with the following data structure:

Main Token Information

• address: Token contract address
• symbol: Token symbol
• name: Token name
• decimals: Token decimals
• logo: Token logo URL
• banner: Token banner URL
• biggest_pool_address: Address of the biggest liquidity pool
• open_timestamp: Token open timestamp
• migrated_timestamp: Token migration timestamp
• holder_count: Number of token holders
• circulating_supply: Circulating supply
• total_supply: Total supply
• max_supply: Maximum supply
• liquidity: Total liquidity
• creation_timestamp: Token creation timestamp

Pool Information

• pool.address: Pool address
• pool.pool_address: Pool contract address
• pool.quote_address: Quote token address
• pool.quote_symbol: Quote token symbol
• pool.liquidity: Pool liquidity
• pool.base_reserve: Base token reserve
• pool.quote_reserve: Quote token reserve
• pool.exchange: Exchange name
• pool.fee_ratio: Pool fee ratio

Trading Pool Information

• tpool.exchange: Trading pool exchange
• tpool.pool_address: Trading pool address
• tpool.launch_type: Launch type

Developer Information

• dev.creator_address: Token creator address
• dev.creator_token_balance: Creator's token balance
• dev.creator_token_status: Creator's token status (e.g., creator_hold, creator_close)
• dev.top_10_holder_rate: Top 10 holder rate
• dev.twitter_name_change_history: History of Twitter name changes
• dev.twitter_create_token_count: Number of tokens created by this Twitter account
• dev.twitter_del_post_token_count: Number of deleted post tokens
• dev.fund_from: Developer funding source
• dev.fund_from_ts: Funding source timestamp
• dev.creator_open_count: Number of tokens created by the creator
• dev.dexscr_ad: DexScreener ad status
• dev.dexscr_update_link: DexScreener link update status
• dev.cto_flag: CTO flag
• dev.dexscr_boost_fee: DexScreener boost fee

Price and Trading Data

• price.price: Current price
• price.price_1m: Price 1 minute ago
• price.price_5m: Price 5 minutes ago
• price.price_1h: Price 1 hour ago
• price.price_6h: Price 6 hours ago
• price.price_24h: Price 24 hours ago
• price.buys_1m: Number of buys in last 1 minute
• price.buys_5m: Number of buys in last 5 minutes
• price.buys_1h: Number of buys in last 1 hour
• price.buys_6h: Number of buys in last 6 hours
• price.buys_24h: Number of buys in last 24 hours
• price.sells_1m: Number of sells in last 1 minute
• price.sells_5m: Number of sells in last 5 minutes
• price.sells_1h: Number of sells in last 1 hour
• price.sells_6h: Number of sells in last 6 hours
• price.sells_24h: Number of sells in last 24 hours
• price.volume_1m: Volume in last 1 minute
• price.volume_5m: Volume in last 5 minutes
• price.volume_1h: Volume in last 1 hour
• price.volume_6h: Volume in last 6 hours
• price.volume_24h: Volume in last 24 hours
• price.buy_volume_1m: Buy volume in last 1 minute
• price.buy_volume_5m: Buy volume in last 5 minutes
• price.buy_volume_1h: Buy volume in last 1 hour
• price.buy_volume_6h: Buy volume in last 6 hours
• price.buy_volume_24h: Buy volume in last 24 hours
• price.sell_volume_1m: Sell volume in last 1 minute
• price.sell_volume_5m: Sell volume in last 5 minutes
• price.sell_volume_1h: Sell volume in last 1 hour
• price.sell_volume_6h: Sell volume in last 6 hours
• price.sell_volume_24h: Sell volume in last 24 hours
• price.swaps_1m: Number of swaps in last 1 minute
• price.swaps_5m: Number of swaps in last 5 minutes
• price.swaps_1h: Number of swaps in last 1 hour
• price.swaps_6h: Number of swaps in last 6 hours
• price.swaps_24h: Number of swaps in last 24 hours
• price.hot_level: Hot level indicator

Additional Information

• standard: Token standard
• priority_fee: Priority fee
• tip_fee: Tip fee
• trade_fee: Trade fee
• total_fee: Total fee
• og: OG status
• image_dup_count: Image duplicate count
• creation_tool: Token creation tool
• offchain: Offchain status
• visiting_count: Visiting count

Security Information

• security.is_show_alert: Whether to show security alert
• security.top_10_holder_rate: Top 10 holder rate
• security.renounced_mint: Whether mint authority is renounced
• security.renounced_freeze_account: Whether freeze authority is renounced
• security.burn_ratio: Token burn ratio
• security.burn_status: Token burn status
• security.dev_token_burn_amount: Developer token burn amount
• security.dev_token_burn_ratio: Developer token burn ratio
• security.is_honeypot: Honeypot detection
• security.buy_tax: Buy tax percentage
• security.sell_tax: Sell tax percentage
• security.lock_summary: Liquidity lock summary
• security.lock_summary.is_locked: Whether liquidity is locked
• security.lock_summary.lock_percent: Lock percentage

Launchpad & Migration Information

• launchpad: Launchpad identifier (e.g., ray_launchpad, pump)
• launchpad_status: Launchpad status (0: not migrated, 1: migrated)
• launchpad_progress: Launchpad bonding curve progress
• launchpad_platform: Launchpad platform name (e.g., Pump.fun, letsbonk)
• migrated_pool: Migrated pool address
• migrated_pool_exchange: Migrated pool exchange
• migration_market_cap: Market cap at migration
• migration_market_cap_quote: Quote currency of the migration market cap
• launch_quote_address: Launch quote token address

All-Time High (ATH)

• ath_price: All-time high price
• ath_market_cap: All-time high market cap
• ath_ts: All-time high timestamp
• ath_info: Reference ATH token info for the platform (peak market cap and token)

Holder & Trader Distribution

• top_10_holder_rate: Top 10 holders' ownership rate
• top70_sniper_hold_rate: Top 70 snipers' hold rate
• dev_team_hold_rate: Dev team hold rate
• creator_hold_rate: Creator hold rate
• private_vault_hold_rate: Private vault hold rate
• locked_ratio: Locked supply ratio
• bluechip_owner_count: Number of bluechip owners
• bluechip_owner_percentage: Bluechip owner percentage
• fresh_wallet_rate: Fresh wallet rate
• bot_degen_count: Number of bot/degen wallets
• bot_degen_rate: Bot/degen rate
• top_bot_degen_percentage: Top holders' bot/degen percentage
• top_bundler_trader_percentage: Top holders' bundler percentage
• top_entrapment_trader_percentage: Top holders' entrapment (phishing) percentage
• top_rat_trader_percentage: Top holders' rat-trader percentage
• trade_stat: Wallet-type breakdown (smart_wallets, fresh_wallets, renowned_wallets, creator_wallets)

Rug & Risk Analysis

• rug: Rug analysis object (rug.rug_ratio)
• rug_ratio: Rug ratio (0-1, higher indicates higher risk)

Creator Statistics

• creator_address: Token creator/deployer address
• creator_token_status: Creator's token status (e.g., creator_hold, creator_close)
• creator_token_balance: Creator's current token balance
• creator_created_count: Total number of tokens created by the creator
• creator_open_count: Number of the creator's tokens still open
• creator_stat: Creator social/funding stats (remark_count, follow_count, fund_from)

Links

• link.gmgn: GMGN token page URL
• link.geckoterminal: GeckoTerminal URL
• link.twitter_username: Twitter handle
• link.website: Project website
• link.telegram: Telegram link

Example Output

{
  "chain": "sol",
  "address": "FyrBf5xKg5EwKZ9pHvSpJeLLuCWBicTpm3VvZcsibonk",
  "symbol": "FARTLESS",
  "name": "FARTLESS COIN",
  "logo": "https://gmgn.ai/external-res/6998a4a999841a14e6fd70f2c53c88ac_v2.webp",
  "total_supply": 999687872,
  "locked_ratio": 0,
  "creation_timestamp": 1754201020,
  "migrated_timestamp": 1754203538,
  "biggest_pool_address": "UKSPrYDU4veB4cAfV9HkzNg9gNP1jsoch8oySMG9tcJ",
  "holder_count": 5578,
  "liquidity": 21709.8310992552,
  "decimals": 6,
  "tpool": {
    "exchange": "ray_v4",
    "pool_address": "UKSPrYDU4veB4cAfV9HkzNg9gNP1jsoch8oySMG9tcJ",
    "base_address": "FyrBf5xKg5EwKZ9pHvSpJeLLuCWBicTpm3VvZcsibonk",
    "quote_address": "So11111111111111111111111111111111111111112",
    "launch_type": "migrated"
  },
  "standard": "",
  "launchpad": "ray_launchpad",
  "launchpad_progress": 1,
  "launchpad_status": 1,
  "launchpad_platform": "letsbonk",
  "migration_market_cap": 410.84,
  "migration_market_cap_quote": "SOL",
  "creator_address": "HyYNVYmnFmi87NsQqWzLJhUTPBKQUfgfhdbBa554nMFF",
  "trans_symbol": "",
  "trans_name": "",
  "trans_symbol_zhcn": "",
  "trans_name_zhcn": "",
  "migrated_pool": "UKSPrYDU4veB4cAfV9HkzNg9gNP1jsoch8oySMG9tcJ",
  "migrated_pool_exchange": "ray_v4",
  "launch_quote_address": "So11111111111111111111111111111111111111112",
  "open_timestamp": 1754203538,
  "creator_token_status": "creator_close",
  "dexscr_ad": 1,
  "dexscr_update_link": 1,
  "cto_flag": 1,
  "dexscr_boost_fee": 99,
  "dexscr_ad_ts": 1754526315,
  "dexscr_update_link_ts": 1754203657,
  "twitter_del_post_token_count": 8,
  "twitter_create_token_count": 41,
  "twitter_created_count": 41,
  "twitter_del_post_count": 8,
  "creator_open_count": 258,
  "priority_fee": "163.396796",
  "tip_fee": "254.558494",
  "trade_fee": "290.868721",
  "total_fee": "708.824011",
  "image_dup_count": 2,
  "rug_ratio": "0.103000",
  "bluechip_owner_count": 1000,
  "bluechip_owner_percentage": "0",
  "top_rat_trader_percentage": "0",
  "top_bundler_trader_percentage": "0.002",
  "top_entrapment_trader_percentage": "0.2183",
  "top_bot_degen_percentage": "0.028",
  "creator_created_count": 492,
  "bot_degen_count": 204,
  "bot_degen_rate": "0.028",
  "fresh_wallet_rate": "0.0138",
  "top_10_holder_rate": "0.1388",
  "dev_team_hold_rate": "0",
  "creator_hold_rate": "0",
  "creator_token_balance": "0",
  "private_vault_hold_rate": "0",
  "top70_sniper_hold_rate": "0",
  "ath_price": 0.0120957359999601,
  "ath_ts": 1754352000,
  "ath_market_cap": "12094192.1486",
  "link": {
    "gmgn": "https://gmgn.ai/sol/token/FyrBf5xKg5EwKZ9pHvSpJeLLuCWBicTpm3VvZcsibonk",
    "geckoterminal": "https://www.geckoterminal.com/solana/tokens/FyrBf5xKg5EwKZ9pHvSpJeLLuCWBicTpm3VvZcsibonk",
    "twitter_username": "fartlessofsol",
    "website": "https://www.fartless.dev",
    "telegram": "https://t.me/fartlessnews"
  },
  "rug": {
    "rug_ratio": "0.103000"
  },
  "creator_stat": {
    "remark_count": 22808,
    "follow_count": 20304,
    "fund_from": "Pump.fun",
    "from_address": "39azUYFWPz3VHgKCf3VChUwbpURdCHRxjWVowf5jUJjg",
    "amount": "0.5"
  },
  "trade_stat": {
    "smart_wallets": 11,
    "fresh_wallets": 1000,
    "renowned_wallets": 29,
    "creator_wallets": 4
  },
  "security": {
    "is_show_alert": false,
    "renounced_mint": true,
    "renounced_freeze_account": true,
    "burn_ratio": "1",
    "burn_status": "burn",
    "is_honeypot": null,
    "buy_tax": "0",
    "sell_tax": "0",
    "lock_summary": {
      "is_locked": true,
      "lock_detail": [
        {
          "percent": "0.95",
          "pool": "11111111111111111111111111111111",
          "is_blackhole": true
        }
      ],
      "lock_tags": null,
      "lock_percent": "0",
      "left_lock_percent": "0"
    }
  },
  "ath_info": {
    "ath_token": "9BB6NFEcjBCtnNLFko2FqVQBq8HHM13kCyYcdQbgpump",
    "ath_mc": "1693567598.2143",
    "token": {
      "address": "9BB6NFEcjBCtnNLFko2FqVQBq8HHM13kCyYcdQbgpump",
      "avatar": "https://gmgn.ai/external-res/9f07ec12a87ea54a72d7cc7a41b1bb5b_v2.webp",
      "symbol": "Fartcoin ",
      "name": "Fartcoin "
    }
  },
  "logo_dup_detail": {
    "count": 0
  },
  "banner": "",
  "circulating_supply": "999687872",
  "max_supply": "999687872",
  "pool": {
    "pool_address": "UKSPrYDU4veB4cAfV9HkzNg9gNP1jsoch8oySMG9tcJ",
    "quote_symbol": "SOL",
    "liquidity": "21709.8310992552",
    "exchange": "ray_v4",
    "initial_liquidity": "27278.20020089592",
    "fee_ratio": "0"
  },
  "dev": {
    "address": "FyrBf5xKg5EwKZ9pHvSpJeLLuCWBicTpm3VvZcsibonk",
    "creator_address": "HyYNVYmnFmi87NsQqWzLJhUTPBKQUfgfhdbBa554nMFF",
    "creator_token_balance": "0",
    "creator_token_status": "creator_close",
    "twitter_name_change_history": [
      {
        "address": "2FocC65cnoPDYvXY823Lv1es3o2EWJTYkwYBzCzxbonk",
        "twitter_username": "pikardio1",
        "rename_timestamp": 1771369259
      }
    ],
    "top_10_holder_rate": "0.1388",
    "dexscr_ad": 1,
    "dexscr_update_link": 1,
    "cto_flag": 1,
    "dexscr_boost_fee": 99,
    "dexscr_trending_bar": 0,
    "dexscr_ad_ts": 1754526315,
    "dexscr_update_link_ts": 1754203657,
    "dexscr_boost_ts": 1767384970,
    "dexscr_trending_bar_ts": 0,
    "twitter_del_post_token_count": 8,
    "twitter_create_token_count": 41,
    "fund_from": "Pump.fun",
    "fund_from_ts": 1740655963,
    "creator_open_count": 258,
    "offchain": false,
    "twitter_change_flag": false,
    "twitter_created_count": 0,
    "twitter_del_post_count": 0,
    "twitter_rename_count": 0
  },
  "price": {
    "address": "FyrBf5xKg5EwKZ9pHvSpJeLLuCWBicTpm3VvZcsibonk",
    "price": "0.0000267229",
    "price_1h": "0.0000267229",
    "price_24h": "0.00003114904",
    "volume_24h": "939.43995552",
    "swaps_24h": 52,
    "hot_level": 0
  },
  "og": false,
  "creation_tool": "",
  "offchain": false,
  "tcid": "",
  "visiting_count": 0
}

This example output shows the comprehensive token information for a single token. The actual output will be a list of similar objects for all processed tokens.

Notes

• The collected data is stored in Apify's default data store.