GMGN Trending Scraper

GMGN Trending Scraper is a powerful web scraping tool developed for the Apify platform. This tool automatically extracts, analyzes, and allows you to monitor trending crypto tokens on the GMGN.ai platform. Working across different blockchain networks (Ethereum, BSC, Base, Solana, and Tron), it collects comprehensive information such as transaction counts, liquidity, market value, and performance indicators.

Why Should You Use GMGN Trending Scraper?

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

• Time Saving: Saves hours by automating manual data collection processes.
• Comprehensive Data: Complete statistical data set including transaction counts, price changes, and risk metrics.
• Multi-Blockchain Support: Works on Ethereum, BSC, Base, Solana, and Tron networks.
• Advanced Filtering: Offers a wide range of dynamic filters, from liquidity and market cap ranges to chain-specific options like DEX platforms.
• Customizable Data Collection: Ability to collect trending token data across different time periods.

Features

• Extracts comprehensive statistical data from trending crypto tokens on GMGN.ai.
• Can extract token data with various dynamic filters (min/max liquidity, market cap, holder count, transaction count, token age, etc.).
• Provides chain-specific filters, including DEX platforms for Solana and BSC.
• Can retrieve token statistics according to different time periods (1 minute, 5 minutes, 1 hour, 6 hours, 24 hours).
• Stores collected data in the Apify dataset and allows export in various formats (JSON, CSV, Excel).
• Offers faster and more reliable results with proxy support.
• Ability to customize sorting criteria (Time Period TXs, Volume, Market Cap, etc.).

Use Cases

• Market Trends Analysis: Analyzing trending tokens in the crypto market with granular filters.
• New Token Discovery: Early discovery of new and rapidly popularizing tokens on specific DEX platforms.
• Risk Assessment: Risk assessment of token profiles and investment strategies using filters like "Not Honeypot" or "Renounced".
• Market Research: Researching the performance of crypto assets across different blockchains and platforms.
• Data Science Projects: Creating comprehensive statistical datasets for crypto markets.

Usage

1. Run this actor in the Apify console.
2. Provide the necessary inputs. The tool offers a wide range of filters to narrow down your search.

Input Parameters

• chain: Blockchain network to scan (eth, bsc, base, sol, tron).
• timeRange: Statistical time period (1m, 5m, 1h, 6h, 24h).
• sortBy: Sorting criterion (e.g., Token (default), Age (creation_timestamp), Market Cap (marketcap), ATH MC (history_highest_market_cap), Liquidity (liquidity), Time Period Volume (volume), Time Period TXs (swaps), Holders (holder_count), Total Fees (gas_fee), Bluechip Owner Percentage, Smart Degen Count, KOL Count, Price, and Price Changes).
• sortDirection: Sorting direction (desc, asc).
• Advanced Filters:
  • Token Age: min_created and max_created (in minutes).
  • Liquidity: min_liquidity and max_liquidity (in USD).
  • Market Cap: min_marketcap and max_marketcap (in USD).
  • Holder Count: min_holder_count and max_holder_count.
  • Swaps: min_swaps and max_swaps.
  • Volume: min_volume and max_volume (in USD).
  • Total Fees: min_gas_fee and max_gas_fee (in native chain token e.g. SOL).
  • Bot Degens: min_bot_degen_count and max_bot_degen_count.
  • Smart Degens: min_smart_degen_count and max_smart_degen_count.
  • Key Opinion Leaders (KOL): min_renowned_count and max_renowned_count.
  • All Time High Market Cap (ATH MC): min_history_highest_marketcap and max_history_highest_marketcap (in USD).
  • Currently Viewing: min_visiting_count and max_visiting_count.
  • Insider Rate: min_insider_rate and max_insider_rate (as a percentage, e.g., 5 for 5%).
  • Bundlers Rate: min_bundler_rate and max_bundler_rate (as a percentage).
  • Phishing/Entrapment Ratio: min_entrapment_ratio and max_entrapment_ratio (as a percentage).
  • Top 10 Holders Rate: min_top10_holder_rate and max_top10_holder_rate (as a percentage).
  • Dev Team Hold Rate: min_dev_team_hold_rate and max_dev_team_hold_rate (as a percentage).
  • Snipers Hold Rate: min_top70_sniper_hold_rate and max_top70_sniper_hold_rate (as a percentage).
• Chain-Specific Filters:
  • Common Filters: Migrated, Not Migrated, With at least 1 social, Original Socials, Original Avatar, Update Social.
  • ETH, BSC, Base, Tron, Monad Filters: Exclude Non-Renounced, Exclude Honeypot, Exclude Unverified, Locked.
  • Solana Only Filters: NoMint, No Blacklist, Burnt, Exclude Wash Trading.
  • DEX Platforms (Solana): Filter by 29 different DEXs like Pump.fun, Raydium Pool, Meteora Pool, Moonshot App, Moonshot, Pump AMM Pool, etc.
  • DEX Platforms (BSC): Filter by specific DEXs like Fourmeme, X Mode, Flap, Clanker, Luna.fun, Pancake, Uniswap.
  • DEX Platforms (Base): Filter by specific DEXs like Clanker, Bankr, Flaunch, Zora Content, Zora Creator, Baseapp, Basememe, Virtuals Uni, Klik.
  • DEX Platforms (Monad): Filter by specific DEXs like Nad.fun, Kuru, Flap, Clanker, Bonadfun.
• developerFilters: Dev Still Holding, Dev Sell All, DEV Burnt.
• proxyConfiguration: Standard Apify proxy configuration.

Example Input

{
  "chain": "sol",
  "timeRange": "1h",
  "sortBy": "swaps",
  "sortDirection": "desc",
  "min_created": 5,
  "max_created": 60,
  "min_liquidity": 10000,
  "max_marketcap": 1000000,
  "min_holder_count": 100,
  "tokenFilters": [
    "renounced"
  ],
  "solanaTokenFilters": [
    "not_wash_trading"
  ],
  "platforms": [
    "raydium",
    "pump"
  ],
  "developerFilters": [
    "creator_hold"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": []
  }
}

Output

The collected data is saved to the Apify dataset. The output data includes the following fields:

• bsc, eth, base, sol, tron, monad: Supported blockchain networks.
• id: Token ID
• chain: Blockchain network
• address: Token Address
• name: Token Name
• symbol: Token Symbol
• logo: Logo URL
• price: Price
• price_change_percent: Price Change (%)
• price_change_percent1m: 1 Minute Price Change (%)
• price_change_percent5m: 5 Minute Price Change (%)
• price_change_percent1h: 1 Hour Price Change (%)
• volume: Volume
• liquidity: Liquidity
• market_cap: Market Cap
• total_supply: Total Supply
• initial_liquidity: Initial Liquidity
• history_highest_market_cap: All Time High Market Cap
• swaps: Swap Count
• buys: Buy Count
• sells: Sell Count
• holder_count: Holder Count
• top_10_holder_rate: Top 10 Holder Rate
• open_timestamp: Opening Time
• creation_timestamp: Creation Time
• pool_type: Pool Type
• pool_type_str: Pool Type String
• launchpad: Launchpad
• launchpad_platform: Launchpad Platform
• launchpad_status: Launchpad Status
• exchange: Exchange
• twitter_username: Twitter Username
• website: Website
• telegram: Telegram
• renounced_mint: Renounced Mint
• renounced_freeze_account: Renounced Freeze Account
• burn_ratio: Burn Ratio
• burn_status: Burn Status
• dev_token_burn_amount: Dev Token Burn Amount
• dev_token_burn_ratio: Dev Token Burn Ratio
• creator: Creator Address
• creator_token_status: Creator Token Status
• creator_close: Creator Close Status
• hot_level: Heat Level
• is_show_alert: Show Alert
• is_wash_trading: Is Wash Trading
• image_dup: Image Duplicate Flag
• dexscr_ad: DexScr Ad
• dexscr_update_link: DexScr Update Link
• cto_flag: CTO Flag
• twitter_change_flag: Twitter Change Flag
• twitter_rename_count: Twitter Rename Count
• twitter_del_post_token_count: Twitter Delete Post Token Count
• twitter_create_token_count: Twitter Create Token Count
• rat_trader_amount_rate: Novice Trader Amount Rate
• bluechip_owner_percentage: Bluechip Ownership Percentage
• rug_ratio: Rug Ratio
• sniper_count: Sniper Count
• smart_degen_count: Smart Degen Count
• renowned_count: Renowned Count
• bundler_rate: Bundler Rate
• entrapment_ratio: Phishing/Entrapment Ratio
• dexscr_trending_bar: DexScr Trending Bar
• dexscr_boost_fee: DexScr Boost Fee
• is_og: Is OG Flag
• gas_fee: Gas Fee
• is_token_live: Is Token Live
• start_live_timestamp: Start Live Time
• end_live_timestamp: End Live Time
• tcid: TCID
• dev_team_hold_rate: Dev Team Hold Rate
• top70_sniper_hold_rate: Top 70 Sniper Hold Rate
• bot_degen_count: Bot Degen Count
• buy_tax: Buy Tax
• sell_tax: Sell Tax
• is_honeypot: Is Honeypot
• is_renounced: Is Renounced
• is_open_source: Is Open Source
• lock_percent: Lock Percent
• bot_degen_rate: Bot Degen Rate
• dexscr_ad_ts: DexScr Ad Timestamp
• dexscr_update_link_ts: DexScr Update Link TS
• dexscr_boost_ts: DexScr Boost TS
• dexscr_trending_bar_ts: DexScr Trending Bar TS
• twitter_dup: Twitter Duplicate Count
• telegram_dup: Telegram Duplicate Count
• website_dup: Website Duplicate Count
• score: Score
• rank: Rank
• square_mentions: Square Mentions
• visiting_count: Visiting Count
• trans_name: Translated Name
• trans_symbol: Translated Symbol
• trans_name_zhcn: Translated Name (ZH-CN)
• trans_symbol_zhcn: Translated Symbol (ZH-CN)
• launch_quote_address: Launch Quote Address
• migrated_pool_exchange: Migrated Pool Exchange

Example Output

{
  "id": 179211771,
  "chain": "sol",
  "address": "DaTGaE6uhCfzz6Eh8hWQwL4yw3AJbXWbfvbeccdXJWED",
  "name": "the beginning",
  "symbol": "butthole",
  "logo": "https://gmgn.ai/external-res/838295fe01de4cac46fc0555a73494e5_v2.webp",
  "price": 0.00118287,
  "price_change_percent": 1252.65,
  "price_change_percent1m": -6.509,
  "price_change_percent5m": -20.5626,
  "price_change_percent1h": 1252.65,
  "volume": 3604400,
  "liquidity": 353645,
  "market_cap": 1182870,
  "total_supply": 999999840,
  "initial_liquidity": 1652.76,
  "history_highest_market_cap": 1646219,
  "swaps": 35908,
  "buys": 18169,
  "sells": 17739,
  "holder_count": 2290,
  "top_10_holder_rate": 0.1544,
  "open_timestamp": 1773256675,
  "creation_timestamp": 1773256674,
  "pool_type": 0,
  "pool_type_str": "",
  "launchpad": "pump",
  "launchpad_platform": "Pump.fun",
  "launchpad_status": "1",
  "exchange": "meteora_dlmm",
  "twitter_username": "https://x.com/noveltokens/status/2031466773749305748",
  "website": "",
  "telegram": "",
  "renounced_mint": 1,
  "renounced_freeze_account": 1,
  "burn_ratio": 0,
  "burn_status": "burn",
  "dev_token_burn_amount": 0,
  "dev_token_burn_ratio": 0,
  "creator": "AV7PjXHL5JXZ1YoYRoN9Dsstg1x2UciBupMCXcJP8gUz",
  "creator_token_status": "creator_close",
  "creator_close": true,
  "hot_level": 3,
  "is_show_alert": false,
  "is_wash_trading": false,
  "image_dup": "2",
  "dexscr_ad": 0,
  "dexscr_update_link": 1,
  "cto_flag": 1,
  "twitter_change_flag": 0,
  "twitter_rename_count": 0,
  "twitter_del_post_token_count": 0,
  "twitter_create_token_count": 30,
  "rat_trader_amount_rate": 0.0005,
  "bluechip_owner_percentage": 0,
  "rug_ratio": 0.016,
  "sniper_count": 53,
  "smart_degen_count": 37,
  "renowned_count": 7,
  "bundler_rate": 0.8408,
  "entrapment_ratio": 0.0638,
  "dexscr_trending_bar": 0,
  "dexscr_boost_fee": 0,
  "is_og": false,
  "gas_fee": 122.91421295887633,
  "is_token_live": false,
  "start_live_timestamp": 0,
  "end_live_timestamp": 0,
  "tcid": "",
  "dev_team_hold_rate": 0,
  "top70_sniper_hold_rate": 0,
  "bot_degen_count": 759,
  "buy_tax": "",
  "sell_tax": "",
  "is_honeypot": 0,
  "is_renounced": 0,
  "is_open_source": 0,
  "lock_percent": 0,
  "bot_degen_rate": 0.4329,
  "dexscr_ad_ts": 0,
  "dexscr_update_link_ts": 1773257437,
  "dexscr_boost_ts": 0,
  "dexscr_trending_bar_ts": 0,
  "twitter_dup": 18,
  "telegram_dup": 0,
  "website_dup": 0,
  "score": 2.39062,
  "rank": 1,
  "square_mentions": 0,
  "visiting_count": 652,
  "trans_name": "",
  "trans_symbol": "",
  "trans_name_zhcn": "开始",
  "trans_symbol_zhcn": "肛门",
  "launch_quote_address": "So11111111111111111111111111111111111111112",
  "migrated_pool_exchange": "pump_amm"
}

This example output shows statistical data 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.