Content Co-Pilot

Short-form creators on YouTube Shorts, Instagram Reels, and TikTok lose up to 70% of their audience in the first three seconds due to easily avoidable mistakes: text hidden behind platform UI buttons, poor mobile font contrast, slow scene cuts, and weak curiosity hooks. Currently, creators only discover these algorithmic bottlenecks after publishing, resulting in dead reach and wasted production budgets. Creator Co-Pilot AI is an automated, pre-publish diagnostic engine built to solve this. Creators upload their draft video to the platform, which extracts a 12-frame scene-aware contact sheet and audio dynamics in under 5 seconds. An XGBoost and SHAP diagnostic model scores the video against category-specific viral benchmarks to identify exact pacing deficits. Finally, the platform deploys open-source multimodal agents hosted on AMD Instinct hardware to deliver timestamped edits, UI safe-zone audits, and data-grounded script rewrites. By turning algorithmic guesswork into explainable metrics, Creator Co-Pilot AI saves creative hours and maximizes viewer retention.