I ship small tools for people who live in short-form video. The latest one is TokTranscript — a web app where you paste a public TikTok URL and get a full transcript with timestamps, then optional AI helpers on top. Try it: https://toktranscript.com/ When I study what performs in a niche, the bottleneck is rarely “watching the video once.” It is rewatching, scrubbing, and copying lines into a doc so I can compare hooks, pacing, and callbacks across dozens of clips. I wanted something closer to “give me the script” plus “explain the shape of the thing,” not just raw text. Instant transcription — Paste a TikTok link; you get word-level text with timestamps (handy for quoting, subtitles, or dropping into an LLM). Viral Breakdown (Pro) — Structured notes on hook, pacing, and why a clip might have worked — useful when you are reverse-engineering format, not plagiarizing lines. Script Remix (Pro) — Keeps the structure of a reference clip while rewriting around your topic — I use this when I already like the rhythm of a format but need original wording. Plaza — A public feed of analyzed examples (good for browsing patterns across niches). Free tier exists; Pro unlocks exports like SRT/DOCX and the heavier AI workflows. Nothing here replaces taste — it just removes the mechanical drag. Creators, marketers, and anyone doing competitive research on short video without wanting to live inside the scrub bar. Public TikToks only. Like any ASR pipeline, messy audio hurts accuracy; I still edit transcripts when the stakes are high. If you try it, tell me what workflow you want next — I am actively iterating. Disclosure: I work on TokTranscript. Product site: https://toktranscript.com/