Universal Search is your AI-powered shortcut to navigating MC² Finance. Find tokens, strategies, and insights in seconds—without sifting through endless pages.
The problem with traditional search
→ Keyword-based search is outdated – It struggles with understanding intent, leading to irrelevant or incomplete results.
→ No AI-powered filtering – Standard searches lack smart ranking, making it hard to find the most valuable insights.
→ Disconnected from Albert Insights – Most search tools don’t integrate personalized trading intelligence into the results.
MC² Finance’s AI-driven Universal Search
We’ve built a vectorized search engine, powered by AI embeddings, to deliver hyper-relevant results across all MC² Finance tools.
→ Context-aware search – AI understands what you mean, not just what you type.
→ Albert-powered insights – Albert factors in your portfolio, past searches, and trading behavior to tailor results.
→ Instant results from multiple sources – Token pages, portfolio analytics, strategy breakdowns, and more—all in one place.
How it works
User enters a query → AI vectorizes it into an embedding → Typesense’s vector index finds the most relevant results → AI refines & ranks them → You get precise answers in seconds.
📊 Albert Insights Integration: When searching for a token, Albert automatically pulls relevant signals—like its hype score, whale activity, and top portfolio allocations.
Why Universal Search is a game-changer
💡 No more wasted time – Find the insights you need without manual filtering.
🔍 Trade smarter – Get context-rich results, curated for your strategy.
🚀 AI-powered efficiency – Faster, smarter, and more intuitive than any other DeFi search tool.
Case Study: AI search in action
📌 Scenario: A trader searches for “Best performing DeFi tokens”
Traditional search → Returns a generic list of DeFi tokens with no clear ranking.
MC² Universal Search → Instantly finds:
- Top DeFi tokens based on real-time performance
- Trending tokens in expert portfolios
- Albert Insights on token strength, liquidity, and hype score
Smarter search. better trades.
With Universal Search, you’re not just searching—you’re discovering insights that matter. 🚀