AI Skills for SEO

What Are AI Skills?

AI skills are two different things on SEO shows. One is the human skill of prompting, checking and automating. The other is a file: Anthropic's Agent Skills are folders of instructions, led by a SKILL.md file, that Claude loads when a job calls for them. Anthropic published the format as an open standard in December 2025, and OpenAI's Codex reads it too. Open-source SEO skills such as claude-seo and geo-seo-claude are on the SEO TV shelves.

Which AI Skills Do SEOs Need?

The AI skills SEOs need start with knowing what a good result looks like, because a tool can't check its own work. After that, the shows here keep coming back to prompts, agents that run a task from start to finish, and automation that saves a repeat job. Pick one real task you do each week, and build that first. A skill that saves an hour every Monday beats ten you never run.

Where AI Skills Can Hurt You

AI skills can hurt you when they make publishing too easy. Google's spam policies call it scaled content abuse when many pages are generated mainly to manipulate rankings, however they were made. David G Quaid says Google does not penalize AI content for being AI-written, and that a few hundred pages on a brand new domain is enough to trigger scaled content trouble. His AI content episode has the full argument.

How Often SEO Shows Cover AI Skills

SEO shows cover AI skills more each year. The SEO TV index holds 359 videos and episodes on agents, prompts and automation from 34 shows, and 188 of those came out in the past 12 months.