SEO/GEO skill: get your content cited by AI search engines

Where this fits

You just shipped a help centre revamp, but support tickets still say "I couldn't find that in ChatGPT." The pages are indexed in Google, yet AI assistants ignore them. This skill gives your agent a repeatable workflow for SEO and Generative Engine Optimization—analyzing keywords, generating schema, checking meta tags, and pulling real GSC data to close the visibility gap.

Why agents benefit

• Pulls actual Google Search Console query data, so recommendations are based on impressions and clicks, not keyword guesswork.
• Generates JSON-LD schema for Article, FAQ, HowTo, and other types, improving both traditional rich results and AI engine citation.
• Optimizes for ChatGPT, Perplexity, Gemini, Copilot, and Claude by structuring content with direct answers, entities, and quotable snippets.
• Audits both existing pages and pre-launch content, covering indexability, sitemaps, crawl errors, and Core Web Vitals.
• Produces ready-to-use content briefs for help centre articles, knowledge base pages, and discourse threads.

Practical scenarios

Help centre articles not cited by ChatGPT

A user asks why their support article appears in Google but never in ChatGPT responses. The agent pulls the page, checks its schema and entity clarity, rewrites the key answer into a concise paragraph, and adds FAQ JSON-LD. Result: the page becomes a clear citable source for AI engines.

Knowledge base page dropping in Google AI Overviews

A knowledge base page loses visibility after a Google core update. The agent audits title tags, internal links, and content structure, then compares the top-ranking GSC queries against the current page. It updates the page to match intent and re-submits the URL through GSC URL Inspection.

Pre-launch audit for a new marketing site

Before a product launch, the agent runs through the entire page checklist: meta titles, canonical tags, JSON-LD, Open Graph, sitemap entry, and mobile Core Web Vitals. It catches missing schema and duplicate title tags that would otherwise hurt rankings from day one.

Add it to your agent workflow

Install the skill with:

npx skills add org-quicko/skills --skill seo-geo

Then ask your agent to do a full audit or a targeted fix:

Pull GSC search performance data for /help/export-data, then optimize the page for ChatGPT, Google, and voice search.

The agent will combine GSC data with on-page SEO and GEO checks, then output a prioritized list of changes.

Compare before adopting

Before committing, compare this skill with other SEO skills on three things: quality signals—does it explain why a recommendation matters; maintenance freshness—when was the skill last updated; and workflow fit—can it access your GSC data or content repository easily. Also check whether it handles both Google and AI search engines or only traditional SEO.

Why it is worth tracking

The seo-geo skill is worth tracking because it sits at the intersection of two fast-moving areas: classic search ranking and AI-generated answers. Even with few stars right now, the skill's descriptions covers a broad gap in agent workflows—most SEO agents stop at keywords and meta tags, while this one also targets AI citation and GSC data. Evaluate it when you see updates or community usage, because GEO best practices are still being defined and a skill that stays current will quickly become more valuable. You can review its spec and compare it with similar SEO skills at https://www.openagentskill.com/skills/org-quicko-seo-geo.