Trend Sourcing
Monitors fresh global headlines and surfaces high-signal topics.
How The Engine Works
Each stage is built for reliability, neutrality, and repeatable growth.
Script Intelligence
Generates short-form, non-partisan scripts with structured hooks.
Reel Generation
Builds voiceover, subtitles, graphics, and vertical motion scenes.
Publish + Track
Publishes to Instagram Reels & YouTube Shorts, then tracks outcomes for strategy feedback.
Core Capabilities
- Live topic research from current headlines
- Balanced script generation with factual framing
- Human-like TTS with subtitle-ready story pacing
- Automated publish to Instagram Reels & YouTube Shorts
- Historical analytics and recommendation loop
Built For Operators
The polished dashboard is published as a static snapshot. Run one local refresh job on your laptop to sync Instagram insights and update what this page and dashboard show.
Open dashboard snapshotLive System Snapshot
Summary metrics from the latest locally generated dashboard snapshot.
--Total Posts
--Total Views
--Avg Engagement
--Top Gen Method
Run the local refresh job, then push to update this public snapshot.
Content Wall
Published Reels and Shorts from the automated pipeline — live on Instagram & YouTube.
Instagram
Connect your Instagram page URL
Set INSTAGRAM_PAGE_URL in your environment to show your real profile link here.
Instagram Reel Wall
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YouTube
Connect your YouTube channel
Enable YouTube in your pipeline to show your real channel link here.
YouTube Shorts Wall
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