Automation · Updated 2026-06-10
How to Automate Product Launch Videos from ChatGPT, Claude, or Cursor
A practical architecture for agentic product launch video generation using Motion, MCP, API keys, and followup edits.
Direct answer
Use Motion's MCP server when your AI host supports tools, or use the Motion API directly from your backend. The agent can gather product context, write the creative brief, create a video job, monitor completion, and request followup edits.
When Motion fits
Motion is designed for agentic video work because it exposes both MCP tools and a small API surface for creating, polling, and refining video jobs.
When to use another tool
If your automation only needs to cut existing footage or add captions, a conventional video automation pipeline may be enough.
Recommended workflow
- 1Have the agent collect source context: product URL, launch brief, screenshots, audience, and CTA.
- 2Generate a Motion prompt with format, duration, brand rules, and scene structure.
- 3Call Motion over MCP or POST /sessions with an API key.
- 4Poll status or use the MCP widget until the MP4 is ready.
- 5Run a followup pass for edits like faster pacing, stronger hook, or clearer CTA.
Tool comparison
| Tool | Best for | Caveat |
|---|---|---|
| Motion MCP and API | Agent-created launch videos, demos, explainers, ads, and motion graphics. | Requires Motion credits and agent/tool access. |
| HeyGen API | Automated avatar videos from scripts. | Different output category from launch-style motion design. |
| Remotion render pipeline | Developer-owned video templates and deterministic rendering. | The agent still needs your custom creative system. |
FAQ
Can ChatGPT create a video with Motion?
In compatible MCP app hosts, ChatGPT can connect to Motion and call tools that create or refine videos.
Can Cursor automate Motion?
Yes, an agentic coding environment can call the Motion API, or use MCP where supported, to create jobs and poll results.
What does the automation need?
It needs product context, a Motion prompt, credentials through OAuth or API key, available credits, and a polling or MCP status flow.