Use the Shotstack API to orchestrate LLMs, image generators, and text-to-speech tools into a fully automated bulk AI video generator workflow. Turn raw AI outputs into polished, broadcast-ready video at any scale.
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Generative AI has solved the content creation problem. You can now generate scripts, images, and voiceovers instantly. But compiling those assets into finished videos is a different story.
Manual editing tools can't keep up with AI speed and the demand for video content. You need to turn a spreadsheet of 10,000 prompts into 10,000 videos? Clicking "export" manually for every single file is impossible. You need a video infrastructure that scales alongside your AI models.

As millions of users interact with these types campaigns we were going to have to render thousands videos every minute. It quickly became apparent that this type of volume was no issue for Shotstack at all.
Shotstack is the rendering backbone for your ai bulk video generator workflow. We provide the "assembly line" that takes your AI-generated assets and turns them into broadcast-ready visuals.
We now offer a dedicated Model Context Protocol (MCP) server designed for AI coding assistants like Cursor, Windsurf, Claude, and Copilot. This integration bridges the gap between your IDE and Shotstack’s rendering engine, enabling your AI agents to scaffold complete video pipelines without leaving the editor.
The benefit: By standardizing how your AI interacts with our API, we remove the guesswork. Your coding assistant gains native awareness of our JSON schemas, asset management rules, and webhook structures. This allows you to generate error-free, functional video workflows in seconds, eliminating the need to manually wire up integrations or debug hallucinated code.

Take one video and multiply it by fifty languages. Use AI to translate scripts and clone voices, then use Shotstack’s bulk video generator ai capabilities to swap the audio track and burn in new subtitles for every language region, all in a single batch job.

Dominate TikTok, Reels, and YouTube Shorts. Create a master template for vertical video. Then, use a script to loop through thousands of branded quotes, facts, or product highlights, rendering a unique video for each one instantly.

Shotstack integrates natively with AI avatar models, allowing you to generate premium AI avatars programmatically.

This application is the perfect example of a well executed and documented API. In less than 10 mins, set up, web hook done, and first render!
There are a couple of other options out there that attempt to provide the same or similar solution, but none of them come close in terms of quality, ease of use, and speed.
Shotstack was EXACTLY what I was looking for, and incredibly easy to get started with. You guys are killing it.
Shotstack is a video editing and rendering API. We are the infrastructure that builds the video. However, our video automation platform is designed to work seamlessly with AI tools. You use tools like OpenAI or Stability AI to create the content (text/images), and then you use Shotstack to assemble that content into a final video format (MP4) in bulk.
It's a simple three-step loop.
Iterate: Use Python to loop through your data source (CSV/Database). Generate: Inside the loop, call your AI APIs (e.g., openai.Completion.create) to get the content. Render: Pass that content into a Shotstack JSON payload and send a POST request to our API. We have specific Python tutorials in our documentation to get you started.
Yes. You can either generate the subtitles using an AI transcription service (like Whisper) or, if you already have the script, simply pass the text into the Shotstack API. Our engine can overlay the text, animate it (e.g., karaoke style), and ensure it is perfectly synced with the audio track for thousands of videos at once.
Bulk generation is significantly cheaper than manual production. Our pricing model is based on the duration of the video rendered, not the number of API calls. This makes us an extremely cost-effective solution for a bulk video generator ai, allowing you to scale from hundreds to millions of videos without breaking your budget. Check our pricing page for specific volume discounts.
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