Categories: BLOG2

How I Used Vibe Coding to Build Custom SEO Tools (Without Writing Code!)

Here’s what stuck with me:

  • Start simple. A rough prototype beats a perfect idea.
  • Be specific when debugging, and tell your copilot exactly what’s going wrong.
  • Read the API documentation. It’s not glamorous, but it saves hours.
  • Don’t expect one-shot builds. Iteration is the real secret.

That was my first taste of vibe coding. A working script, built in an airport, powered by curiosity and Guinness.

Phase 2: Building a Google Sheets add-on

The Python script worked, but sharing it was painful. No one on my team wanted to mess with Colab or code. So I opened Gemini and said, “Let’s turn this into a Google Sheets add-on.”

I wanted something anyone could use – plug in an API key, choose an endpoint, and pull data right into a sheet. Gemini asked about the layout, buttons, and error handling. After a few rounds, it clicked.

By the end of the weekend, I had a working add-on. It pulled keyword metrics, saved API keys, and handled errors cleanly. The content team can use it without needing to touch the code.

That build changed how I thought about tools:

  • Usability matters more than clever code.
  • LLMs work best when you talk to them like collaborators.
  • The clearer your prompts, the faster you get results.

From there, I knew the next step. If I could build in Sheets, I could build on the web.

If you liked How I Used Vibe Coding to Build Custom SEO Tools (Without Writing Code!) by Jonathan Berthold Then you'll love Miami SEO Expert

Jonathan Berthold

Share
Published by
Jonathan Berthold

Recent Posts

How To Make Your Brand Discoverable in AI Search

The second placement is a perfect illustration of how this works. Someone types "can you…

4 days ago

AI & Search Whiteboard Friday Rollup

I'm leaving you with one last resource, which was personally a delight to be part…

1 week ago

LLMs Are Not as Complex as You Think: Here Are 10 Strategies To Improve AI Visibility

Source: AI mode citation study by MozBrands need to invest in video content, whether that's working…

1 week ago

The Complete AI Research Workflow: From Prompt Discovery to Content Creation

Now that you’ve identified prompts that are important to your business, you can add them…

2 weeks ago

Travel Marketing: How to Compete and Future-Proof in 2026 — Whiteboard Friday

So how do you manage to stand out and land coverage in 2026? There are…

2 weeks ago

Brand Bias in Prompts: An Experiment

This experiment looked at three sets of prompts (100 each) — brand, “soft-brand”, and non-brand…

3 weeks ago