How it works
From Content Opportunity to Published Video.
A structured workflow helps you move from research to production without losing track of decisions, costs, or quality.
- 1
Step 1: Discover
Select a niche, define your audience, and identify relevant competitor channels.
The Competitor Intelligence Agent begins analyzing available public information.
- 2
Step 2: Validate
The Research Agent evaluates candidate topics, supporting evidence, competition, differentiation, and production requirements.
Approve the ideas that deserve further investment.
- 3
Step 3: Create
Generate an original script, fact-check important claims, create the voiceover, and produce the visual scenes.
Review the title and thumbnail concepts before finalizing the video.
- 4
Step 4: Publish
Review the finished video and approve it for upload or scheduling through an authorized YouTube integration.
- 5
Step 5: Improve
Analyze actual performance and production costs.
Use the findings to improve future topic selection, packaging, content structure, and resource allocation.