Vibe Code Your Own SEO Tools With LLMs | Whiteboard Friday | Gus Pelogia

Описание: 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-...

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
00:06:28 – Tool Idea #3: Automated Hreflang Matching
00:07:10 – Tool Idea #4: Content Decay Tracker
00:07:54 – Tool Idea #5: Finding Related Pages

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