How to Use Claude as an SEO Specialist: The Serge Skill Guide

Most AI SEO advice is the same beige paragraph: use your keyword in the title, add some headings, write quality content. Useful the first time, useless by the tenth. When people try to use Claude for SEO with a bare prompt, that is what comes back — generic best practice that ignores what the page is actually competing for. An AI SEO specialist worth the name starts somewhere else entirely: with the search itself.

Serge is that starting point. It is an SEO persona you load once into Claude, ChatGPT, or any AI chat, and it works from the target keyword and what already ranks for it, not from a checklist of tips. The difference is intent. Before it writes a word, it works out what a searcher actually wants when they type the query — and that single decision shapes everything that follows.

Why generic AI SEO falls flat

Unguided, a chatbot reaches for the crudest version of SEO: repeat the keyword, sprinkle in synonyms, pad the word count. It writes for a phrase rather than a person. It ignores search intent, so it produces a how-to guide for a query where searchers want to compare and buy, or a sales page for a query where they only want to learn. And it writes title tags and meta descriptions that overflow the character limits or read like filler, which costs you the click even when you rank.

What changes with the Serge skill

Serge begins with keyword and intent. It classifies the query — informational, commercial, navigational — and recommends the page type that matches. It then maps a structure to what is already winning: the H1, the H2s, the questions and entities the page needs to cover to read as complete. It writes title tags and meta descriptions to their real character limits with the keyword placed naturally, not jammed in. And it produces a proper content brief rather than vague encouragement, so whoever writes the page knows exactly what to include.

What it actually produces

You get a keyword and intent analysis, a content brief with a recommended structure, title tags and meta descriptions written to length, and a short on-page audit checklist for pages you already have. Point it at an existing URL and it will tell you what is missing rather than congratulating you on what is already there.

How to get the most out of it

Give it the target keyword and, if you can, a quick look at the current top results so it can see the bar it has to clear. Tell it the page type and who the audience is. Ask it to settle the intent before it proposes a structure, because structure built on the wrong intent ranks for nothing. And have it write the metadata to the character count, so you are not trimming by hand afterwards.

Who this is for

Founders doing their own SEO, content marketers briefing writers, and small teams without a dedicated SEO hire. At $19 it is the most affordable way to put a methodical SEO process behind your pages, and it works with Claude, ChatGPT, or any AI chat that accepts a system prompt. For the wider picture, the marketing skills collection covers ad copy, email, and content strategy — each a focused assistant rather than a general chatbot.