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BUILDING · Platform

Viraloop

Viral-content intelligence — track what's working across platforms, adapt it to your brand.

The problem

A format goes viral on TikTok and you have no idea why — or whether it would work for your brand. Chasing trends by hand is guesswork, and most "viral" content never transfers.

How it works
Track what's actually working

Captures top-performing content across TikTok, Reels, Meta ads, X, and Reddit — one paste, or a share-sheet shortcut from your phone.

Reverse-engineer the format

Transcribes and breaks each piece down into the format underneath — the hook, structure, and beats that made it work — not just the surface.

Adapt it to your brand

Rewrites that proven format for any of your brands, ready to post — then measures whether the format actually transferred.

Runs on your own machine

Local pipeline (BullMQ + Postgres/pgvector), transcription via whisper, AI on your Claude subscription — no per-token API bills.

In private development — Next.js + a local fetch → analyze → adapt → measure pipeline.