what's mbd?

mbd (now embed) is an AI-powered recommendation and moderation protocol for Web3 consumer applications. It provides developers with APIs to deliver real-time, personalized feeds of content, swaps, bets, and notifications inside wallets, agents, social apps, and prediction markets. By combining on-chain data from protocols like Farcaster, Lens, Zora, Base, Ethereum, and Arweave with off-chain signals, it achieves low-latency (250ms) inference, spam filtering, content moderation, and hyper-personalization based on user activity and social graphs. Key features include a no-code feed builder with 1500+ templates, auto-scaling to 10M+ monthly recommendations, user reputation systems, moderation dashboards, and online model training for high relevancy at lower costs than centralized AI. The decentralized approach enables better onboarding, retention, and alpha discovery in crypto apps like copy trading and social trading platforms.

mbd recently raised $3 million in a Pre Seed funding round.