AI analytics of short videos (Shorts / Reels)
AI & Machine Learning
I have developed an automated system that analyzes short videos (YouTube Shorts, Reels, TikTok) and provides quick, clear feedback for improving reach and attention retention.
How it works:
the user submits a video or link;
AI analyzes the first seconds, editing, pace, lighting, sound, and 9:16 format;
the system generates clear recommendations: what to improve, what hinders virality;
the result is delivered almost instantly via webhook.
Result for the user:
professional video audit in a few seconds;
understanding why the video does not "hook";
time savings on viewing and edits;
consistent content quality for bloggers and agencies.
Tools: n8n, Google Gemini 2.5 Flash, JavaScript, Webhooks.
How it works:
the user submits a video or link;
AI analyzes the first seconds, editing, pace, lighting, sound, and 9:16 format;
the system generates clear recommendations: what to improve, what hinders virality;
the result is delivered almost instantly via webhook.
Result for the user:
professional video audit in a few seconds;
understanding why the video does not "hook";
time savings on viewing and edits;
consistent content quality for bloggers and agencies.
Tools: n8n, Google Gemini 2.5 Flash, JavaScript, Webhooks.