You’ve probably seen the headlines: Sam Altman recently announced that GPT-5 can write complete computer programs from scratch.
That’s pretty impressive!
For PPC marketers who have been struggling with the difficulty of writing Google Ads scripts, this may signal a shift in how we approach automation.
The idea that we can generate software from a simple conversation is no longer science fiction; it’s here.
But my “aha moment” wasn’t from a press release. It was from watching marketers on my team start building things themselves.
When software creation becomes that fast and personal, you can sometimes skip the things that make building software hard.
You don’t need user authentication or generalized use cases when you’re building on-demand software just for you.
Building on the ad scripts foundation
I’ve been promoting Google Ads Scripts for over a decade.
They opened up automation to anyone willing to code in JavaScript.
However, usage is surprisingly low by some measures, such as the fact that over 80% of advertisers run five or fewer scripts even though Google allows 250 scripts per account.
The blockers were obvious:
- You needed JavaScript knowledge, limiting who could build one.
- Execution capped at 30 minutes, limiting the size of account you can work with.
- Ongoing maintenance never stops, making scripts less of a time-saver.
Scripts were powerful, but the barrier kept adoption small. Too many marketers got stuck.
Vibe coding takes the spirit of scripts (solving real problems without waiting on engineering) and removes the technical roadblocks.
Instead of code, you describe the outcome, and the AI handles the syntax.
Dig deeper: Top 10 PPC tools you should be using in 2025
What vibe coding unlocks
We call it “vibe coding” because you’re essentially describing the vibe of the tool you want. This approach directly addresses every limitation of ad scripts:
- No JavaScript knowledge required: Use plain English (or French, or whatever language you speak) instructions instead.
- No execution time limits: Build full applications, not constrained scripts.
- No platform constraints: Analyze data from any source: Google Ads, Facebook, Amazon, and any CSV you have.
One honest limitation: getting ad data into the software you build is still harder than analyzing it once it’s in the tool.
But once you have it, vibe coding opens doors that scripts never could.
A primer on no-code tool selection
“No-code” is a spectrum that stretches from drag-and-drop builders to AI-assisted development.
Vibe coding sits at the far end: you focus on outcomes, not syntax.
Here’s my current framework.
No-code friendly options
- Claude (Anthropic): My go-to for data analysis and custom calculators, especially with CSVs.
- ChatGPT Code Interpreter: Great for quick data visualizations when you need something fast.
- Lovable.dev / V0.dev / Replit: AI-powered…
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