Who buys this
This one is a creator toolkit, not a client-facing product: build the tool for yourself first as a solo creator or small content team trying to publish across three platforms without three separate workflows.
Where to start in Lovable
Paste this into Lovable as the opening prompt. It sets up one screen and one job, which is easier to grow from.
Build a content repurposing assistant for a solo creator. I upload one long video or paste one long-form script, and the app generates three short-form scripts cut for TikTok, Instagram Reels and YouTube Shorts, each with a suggested hook line, on-screen text cues and a caption with hashtags matched to the platform's norms. Let me edit any generated script inline before export, and keep a simple content calendar view showing what is scheduled to which platform on which day.
What you will need to wire up
- Lovable AI Gateway
- Lovable Cloud (Postgres)
- Storage для видео
- Внешний API транскрипции
Build order
- Solve transcription before you solve rewriting. Long videos need a reliable speech-to-text step before any script generation happens, so wire up a transcription API first and test it against your own messiest recording, not a clean studio clip, before building anything downstream.
- Bake in platform differences, not just length. TikTok, Reels and Shorts differ in caption tone, hashtag culture and how fast the hook needs to land, so write separate prompt templates per platform instead of one generic prompt with a word count changed for each.
- Let editing happen inline, not in a separate app. Every generated script will need small fixes, so build inline text editing on the generated output before export rather than forcing a copy-paste round trip into a notes app, which is where people quietly stop using the tool.
- Keep the calendar dumb and visual. Resist the urge to auto-post to platforms in the first version, since API access for scheduling is a separate project with its own approval process, and a clear manual calendar that shows what to publish where and when already saves most of the mental overhead.
Where this usually breaks
- Generated hooks sound generic and interchangeable across videos once you have made a few dozen, because the model defaults to the same handful of phrasing patterns. Feed it examples of your own past high performing hooks as style reference instead of relying on a blank prompt every time.
- Transcription quality drops hard on videos with background music, crosstalk or a heavy accent, and a bad transcript ruins every downstream script. Show the raw transcript to the user for a quick review before generation starts, so errors get caught early instead of silently propagating.
How it makes money
- Not for sale, it is a personal productivity tool. The direct value here is hours saved on your own repurposing work each week, which is worth calculating in real minutes before you consider turning it into a product for others.
- Later: a paid tier if you open it up to other creators. Once the workflow is proven on your own content for a few months, a monthly fee per creator for the same tool is a reasonable next step, but only after it has actually saved you time, not before.
Build this on Lovable
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