Vibe Code Your Own SEO Tools With LLMs | Whiteboard Friday | Gus Pelogia
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-whiteboar…
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Chapters (10)
Intro: What is "Vibe Coding" for SEO?
0:39
The 3 Essentials: LLMs, APIs, and Google Colab
1:22
How to Prompt: Rules for generating working code
2:45
Core Concepts: Vector Embeddings & Cosine Similarity
3:47
Using Google Knowledge Graph API
5:13
Tool Idea #1: Tag Matching
5:44
Tool Idea #2: Entity Confidence Tracker
6:28
Tool Idea #3: Automated Hreflang Matching
7:10
Tool Idea #4: Content Decay Tracker
7:54
Tool Idea #5: Finding Related Pages
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