Here’s what stuck with me:
That was my first taste of vibe coding. A working script, built in an airport, powered by curiosity and Guinness.
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:
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
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