Want to build custom SEO tools without being a full-stack developer? In this Whiteboard Friday, SEO Product Manager Gus Pelogia explains the concept of "vibe coding"—using AI to generate code for simple, time-saving scripts that automate daily tasks. Gus walks through essential steps, including using an LLM like ChatGPT, connecting APIs, and running code in browser-based environments like Google Colab or Google Sheets. He also shares specific prompting strategies to ensure your AI-generated code works correctly. Download the HD whiteboard: https://moz.com/blog/vibe-coding-seo-tools-whiteboard-friday TIMESTAMPS: 00:00:00 – Intro: What is "Vibe Coding" for SEO? 00:00:39 – The 3 Essentials: LLMs, APIs, and Google Colab 00:01:22 – How to Prompt: Rules for generating working code 00:02:45 – Core Concepts: Vector Embeddings & Cosine Similarity 00:03:47 – Using Google Knowledge Graph API 00:05:13 – Tool Idea #1: Tag Matching 00:05:44 – Tool Idea #2: Entity Confidence Tracker 00:06:2
Neil Patel
