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Archisman Dasleft a comment
Hi Product Hunt 👋 The math behind AI video has been driving me nuts. A Sora render costs ~$4 and takes 90 seconds. Veo 3, Wan, and Kling are cheaper but not free. The painful part isn't the cost of one render, it's that you almost never get a usable output on the first try. The cap is wrong. The hand has six fingers. The product flips orientation halfway through. So you regenerate. And again....
ugcs.farmPrompts tuned tight enough to one-shot the render.
AI video is a slot machine. Most teams burn 5–10 renders before one is actually usable — wrong cap, six fingers, product orientation flipped halfway through. ugcs.farm is the first AI UGC tool that's actually seen your reference clip. A multi-agent pipeline (Skills + Critic + Judge) grounds every prompt in the source video itself, so the first render usually lands. Tuned per model for Sora, Veo, Wan, and Kling. Export to Higgsfield, fal.ai, Google AI Studio, or Replicate. Free in open beta
ugcs.farmPrompts tuned tight enough to one-shot the render.