MemeLedger

MemeLedger is an AI + web app (with a lightweight mobile companion) that tracks emerging internet memes, slang, and micro-trends across TikTok, X, Reddit, YouTube, and public Discord/Telegram sources where accessible. It clusters posts into “meme objects,” shows origin traces, remix branches, and velocity charts, and flags when a meme jumps communities (the moment it becomes mainstream). Users can save watchlists (e.g., “Gen Z slang,” “sports Twitter,” “K-pop edits”), get alerts when a trend crosses a threshold, and export a weekly brief with examples, usage notes, and do/don’t guidance to avoid cringe misuse. The product is built for speed and clarity, not academic depth: it prioritizes what’s rising right now, why it’s spreading, and how long it might last. Monetization is subscription for creators/marketers and a team plan for agencies.