Scoring a video before it's filmed

Short-form video creators write a script, film it, publish it, and only then discover whether it holds attention. The feedback loop runs backwards — the expensive part happens before any signal arrives, and by the time the numbers come in the money is spent.

We built a platform that scores the script instead of the outcome. A creator pastes a script or uploads audio or video, and receives a twelve-section analysis — a viral score, a predicted retention curve showing where attention is likely to drop, a rewritten version of the script, and a distribution pack for publishing it across channels.

Uploaded media is transcribed automatically, so the same analysis works whether the input is written or already filmed. Results render in both left-to-right and right-to-left layouts, so the product serves Arabic-speaking creators as a first-class audience rather than an afterthought.

Around the analysis sits a complete commercial product: authentication with social and password sign-in, token handling that transparently refreshes expired sessions through a queued interceptor so a creator mid-analysis never gets logged out, plan-based usage limits, subscription checkout, and an admin console with usage reporting.