Trending & Analytics

2. Trending & Analytics

Fully Automated, State-of-the-Art Token Discovery - Our TIER 1 trending system runs 24/7 without human intervention, fetching, analyzing, filtering, and posting trending tokens every 5 minutes.

100% Automated Operation

┌─────────────────────────────────────────────────────────────────────┐
│                    FULLY AUTOMATED PIPELINE                         │
│                    (Runs Every 5 Minutes 24/7)                       │
├─────────────────────────────────────────────────────────────────────┤
│                                                                     │
│  ┌─────────────┐   ┌─────────────┐   ┌─────────────┐               │
│  │ DATA FETCH  │ → │  FILTERING  │ → │  ANALYSIS   │               │
│  │  (5 APIs)   │   │ (Multi-Pass)│   │ (3 Engines) │               │
│  └─────────────┘   └─────────────┘   └─────────────┘               │
│         │                 │                 │                       │
│         ▼                 ▼                 ▼                       │
│  ┌─────────────┐   ┌─────────────┐   ┌─────────────┐               │
│  │   SCORING   │ → │   RANKING   │ → │   POSTING   │               │
│  │(Multi-Factor│   │ (Per Chain) │   │ (6 Channels)│               │
│  └─────────────┘   └─────────────┘   └─────────────┘               │
│         │                 │                 │                       │
│         ▼                 ▼                 ▼                       │
│  ┌─────────────────────────────────────────────────┐               │
│  │         LEADERBOARD UPDATE (Pinned Messages)    │               │
│  └─────────────────────────────────────────────────┘               │
│                                                                     │
└─────────────────────────────────────────────────────────────────────┘

Zero Human Intervention Required:

• Bot starts → Trending system activates automatically

• Fetches from 5+ real-time APIs

• Runs safety & advanced analysis

• Posts to 6 Telegram channels

• Updates pinned leaderboards

• Tracks price increases for pump alerts

• Handles rate limits with smart delays

• Restarts gracefully on errors

Trending Channels

• @BoostNovaTrending - All chains combined (main leaderboard)

• @BoostNovaSOL - Solana tokens

• @BoostNovaETH - Ethereum tokens

• @BoostNovaBSC - BSC tokens

• @BoostNovaBASE - Base tokens

• @BoostNovaTON - TON tokens

State-of-the-Art Data Sources

No Hardcoded Keywords - Unlike competitors using stale search terms, we use 100% API-driven discovery:

Source	Data Type	Update Frequency
GeckoTerminal Trending Pools	Real-time trending	Live
GeckoTerminal New Pools	Fresh token discovery	Live
DexScreener Boosted Tokens	Community-backed	Live
DexScreener Token Profiles	Claimed/legit projects	Live
DexScreener New Pairs	Latest listings	Live
Jupiter API	Solana/pump.fun tokens	Live
Pump.fun API	New pump.fun launches	Live

Multi-Pass Filtering System

RAW TOKENS (1000+)
       │
       ▼
┌──────────────────────────────────────┐
│ PASS 1: Basic Exclusions             │
├──────────────────────────────────────┤
│ • Remove stablecoins (USDT, USDC...) │
│ • Remove wrapped tokens (WETH, WBNB) │
│ • Remove native tokens (ETH, SOL)    │
│ • Remove null/invalid addresses      │
└──────────────────────────────────────┘
       │
       ▼
┌──────────────────────────────────────┐
│ PASS 2: Quality Thresholds           │
├──────────────────────────────────────┤
│ Chain-specific minimum requirements: │
│ • ETH: $5K vol, $10K liq, 20 txns    │
│ • BSC: $2K vol, $5K liq, 15 txns     │
│ • SOL: $1K vol, $2K liq, 10 txns     │
│ • Base: $1K vol, $2K liq, 10 txns    │
│ • TON: $500 vol, $1K liq, 5 txns     │
└──────────────────────────────────────┘
       │
       ▼
┌──────────────────────────────────────┐
│ PASS 3: Scam/Honeypot Filtering      │
├──────────────────────────────────────┤
│ • Remove confirmed honeypots         │
│ • Remove "cannot sell" tokens        │
│ • Remove "trading disabled" tokens   │
│ • Remove high-warning tokens         │
└──────────────────────────────────────┘
       │
       ▼
┌──────────────────────────────────────┐
│ PASS 4: Deduplication                │
├──────────────────────────────────────┤
│ • 24-hour cooldown per token         │
│ • Redis-persisted across restarts    │
│ • Prevents spam of same token        │
└──────────────────────────────────────┘
       │
       ▼
QUALITY TOKENS (Top 15 per chain)

Three-Engine Analysis System

Engine 1: Safety Analyzer (Honeypot Detection)

Multi-API Security Scanning:
├── Honeypot.is API
│   ├── Honeypot detection
│   ├── Buy/Sell tax calculation
│   ├── Transfer tax detection
│   └── Gas estimation
├── GoPlus Security API
│   ├── Contract verification
│   ├── Mintable token check
│   ├── Owner permissions
│   ├── Hidden owner detection
│   ├── Self-destruct capability
│   ├── External call risks
│   ├── Blacklist/Whitelist
│   └── Anti-whale mechanisms
└── Internal Heuristics
    ├── Liquidity depth scoring
    ├── Volume analysis
    ├── Age-based risk
    └── Buy/sell ratio

Engine 2: Advanced Analyzer (Expert Signals)

Professional-Grade Analysis:
├── 🔒 Liquidity Lock Detection
│   ├── Team.Finance API
│   ├── Unicrypt detection
│   ├── PinkSale detection
│   └── GoPlus LP holder analysis
├── 📈 Holder Growth Velocity
│   ├── Exponential growth detection
│   ├── Viral token identification
│   └── Historical tracking
├── ✅ Contract Verification
│   ├── Renounced ownership
│   ├── Verified source code
│   └── No mint function
├── 🐦 Social Signals
│   ├── Twitter activity level
│   ├── Community engagement
│   └── Website presence
├── 🔄 Comeback Detection
│   ├── Previous winners returning
│   └── Historical performance
└── 🎯 Narrative Detection
    ├── AI tokens
    ├── MEME tokens
    ├── GAMING tokens
    ├── DEFI tokens
    ├── RWA tokens
    └── Layer2 tokens

Engine 3: Multi-Factor Scoring

Scoring Algorithm:
├── Base Score: Volume + Liquidity + Transactions
├── Boost Multipliers:
│   ├── DexScreener Boost: +30%
│   ├── Volume Spike (5x+): +25%
│   ├── LP Locked: +30%
│   ├── Viral Growth: +40%
│   ├── Renounced Contract: +20%
│   ├── High Social: +30%
│   ├── Hot Narrative: +20%
│   └── Comeback: +25%
├── Safety Penalties:
│   ├── Low safety score: -50%
│   ├── Unknown chain: -20%
│   └── High tax: -40%
└── Final Rank: Sorted by composite score

Token Card Information

Each trending token displays:

• Price & 24h change with color indicators

• Market cap & 24h Volume

• Liquidity depth

• Safety score (0-100) with visual badge

• Holder count (when available)

• LP lock status with duration

• Contract verification status

• Social signals level (LOW/MEDIUM/HIGH/VERY HIGH)

• Narrative tags (AI, MEME, GAMING, etc.)

• New listing badge with age

• Boosted badge for DexScreener boosted tokens

Safety Score Breakdown

Safety Score (0-100):
├── CRITICAL FAILS (Score = 0):
│   ├── Honeypot detected
│   └── Trading disabled
├── SEVERE WARNINGS (-30 to -50):
│   ├── High trading tax (>10%)
│   ├── Owner holds >50%
│   ├── Mintable + Closed source
│   └── Hidden owner
├── MODERATE WARNINGS (-10 to -20):
│   ├── Contract not verified
│   └── Proxy contract
├── CHAIN PENALTIES:
│   ├── Solana: -20 (limited API coverage)
│   └── TON: -20 (limited API coverage)
└── VISUAL BADGES:
    ├── 🟢 SAFE (70-100)
    ├── 🟡 CAUTION (50-69)
    ├── 🔴 RISKY (30-49)
    └── 💀 DANGER (0-29)

Price Pump Alerts (Automatic)

The system continuously tracks posted tokens and alerts on significant pumps:

• +20% price increase notifications

• +50% major pump alerts

• +100% moonshot alerts

• Includes updated price, market cap, and chart link

Pinned Leaderboards (Auto-Updated)

Each channel has a pinned message showing current rankings:

• Updates every 5 minutes

• Shows top 10 tokens per chain

• Includes promoted tokens at top

• Real-time price and volume data

• One-click buy buttons