Gus Pelogia shares how to use LLMs to build simple SEO tools without coding.
Talking points include:
What types of simple SEO tools are you talking about building?
Why should SEOs build these sorts of SEO tools by themselves?
How can you do this using Screaming Frog?
What is vector embedding and why is it important?
What is cosine similarity?
How do you use Screaming Frog and OpenAI to extract embeddings?
You then use LLMs to create a Python Script - why is a python script important?
What’s the end result that you’re trying to achieve?
What are some other simple SEO tools that SEOs could build using LLMs?
SEO in 2025