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Near term

  • KOL profile pages
    • Per-handle profile with global KOL score, tier (S/A/B/C/D), and medal distribution.
    • Feed of analyzed posts with per-call scores, 24h ROI, and drawdown.
    • Rolling metrics: average score, average ROI, red-rate, activity in last 30–90 days.
  • Call analysis pages & share cards
    • Dedicated page per call with chart & social breakdown (ChartScore, SocialScore, OverallScore).
    • Shareable image cards (OG images) for X/Telegram with handle, medal, and score ring.
    • Single-click “Share on X” / “Download PNG” for KOLs and apers.
  • Leaderboards
    • Global KOL leaderboard with filters:
      • Medal distribution (Gold ratio, Red ratio)
      • Average OverallScore / ChartScore / SocialScore
      • Average 24h ROI
      • Total analyzed calls & calls in last 90 days
    • Sort by chain, time window, or minimum number of calls.
  • AI-assisted analysis (first version)
    • Natural-language summary of each call (what happened socially + on-chain).
    • Simple “quality labels” like: early / late / risky / steady based on chart and orderflow.
    • Highlighted insights: “Best 24h pump”, “Worst drawdown”, “Engagement vs usual”.

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Mid term

  • Multi-chain & DEX support
    • Support for multiple chains (e.g. ETH, SOL, BSC, BASE…) with per-chain DEX integration.
    • Per-call view of which DEX/pair was used, with basic liquidity and volume flags.
  • Risk & liquidity intelligence
    • Automatic flags for:
      • Low liquidity / micro-cap pools
      • Extreme drawdown or rug-like patterns
      • Unusual volume vs market cap (washy / inorganic-looking moves)
    • Risk contribution visible in both call score and KOL profile score.
  • Discovery & exploration
    • Public discovery pages:
      • Top KOLs by ROI, consistency, low-risk calls, or social reach.
      • Recently trending KOLs (improving score over last N calls).
    • Filterable “ideas board” for apers:
      • Calls with strong chart score but low social score (underfollowed alpha).
      • Calls with strong social score but weak chart score (hype-only KOLs).
  • Watchlists & alerts
    • User watchlists of favorite KOLs.
    • Optional alerts when a watched KOL posts a new call that gets analyzed.

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Developer access

  • Read-only API (v1)
    • API keys for programmatic access to:
      • Call-level data (scores, ROI, drawdown, liquidity flags).
      • KOL profile scores and aggregates.
    • Standard REST endpoints with pagination, rate limits, and basic query filters.
  • Export & analytics
    • Exportable CSV/JSON datasets for:
      • All calls over a time range.
      • Per-KOL performance snapshots.
    • Compatible with common analytics workflows (Python, R, notebooks, dashboards).
  • Embeddable components (future)
    • Copy-paste widgets for:
      • KOL score badge (for profiles / websites).
      • Call performance card (for project sites, newsletters, dashboards).
    • Simple JS snippet or iframe-based embeds using the same data APIs.