How We Automated Marketing with AI and CI/CD

1. The Challenge of Marketing at Any Scale

Marketing is notoriously difficult and resource-intensive, whether you're a small startup or a large enterprise. Keeping marketing materials up-to-date with product changes can feel like a never-ending treadmill. Every time a new feature is released or the UI is tweaked, you have to retake screenshots, re-record voiceovers, and edit new promotional videos.

For many teams, this means either spending a fortune on video editors and voice actors or letting their marketing materials fall out of sync with their actual product. We knew there had to be a better way.

2. Automating Asset Generation with Code and AI

When we built Easy-AIpply, we decided to treat our marketing materials like software. Instead of manually creating assets, we automated the entire process using code and AI.

Here is how we implemented it:

• Automated Screenshots: We use Playwright to run through our product journeys and capture high-fidelity product layers automatically (pnpm screenshots:extension).
• AI Voiceovers: We integrated Google's Gemini TTS to generate natural-sounding voiceovers from our scripts (pnpm narration:build).
• Programmatic Composition: We wrote custom Node.js scripts (product-compose) to stitch together the captured UI layers and the generated audio into branded marketing stills and motion graphics.

3. Tying It All Together with CI/CD

The real magic happens when you tie these tools into your CI/CD pipeline. By integrating our asset generation scripts into our GitHub Actions workflow, we ensured that our marketing materials are always perfectly aligned with our latest release.

Whenever we publish a new version of the extension, our CI/CD pipeline can automatically regenerate the marketing videos and screenshots. The result? We cut our marketing production costs to near zero, eliminated the lag time between product updates and marketing updates, and created consistently high-quality material.

4. The Result: Better Marketing, Lower Costs

By treating marketing as an engineering problem, we were able to create dynamic, always-up-to-date promotional content without the traditional overhead.

Check out the video we developed for Easy-AIpply below, generated entirely through our automated pipeline:

Curious about the product behind the pipeline? You can try Easy-AIpply for free. We built it to store a minimal amount of personal data and to treat security as a first-class concern, so you can move through applications with less busywork without handing over more than you need to.