Write SEO + GEO Content That Gets Cited by AI Engines

Where this fits

You have a product-led growth motion and your agent needs to generate a comparison page or guide — but generic LLM output ranks poorly and can cite fake stats. This skill gives the agent a disciplined pre-write research workflow and page-type frameworks so it produces markdown files based on verified sources.

Why agents benefit

• It separates planning from writing, so the agent can propose topics and get approval before drafting.
• It forces research first: no fabricated stats, no unverified sources, no skipped steps.
• It writes product-led page types (comparison, guide, use case, learn, trust) that match search intent and GEO prompts.
• It outputs markdown with frontmatter, making it directly usable in a docs or website pipeline.
• It is designed for both search engine ranking and AI engine citation, expanding reach beyond Google.

Practical scenarios

Building a comparison page for a developer tool

Your agent is asked to compare your API gateway with a popular open-source proxy. Instead of writing from memory, the skill first researches capabilities and community signals, then structures the comparison page around criteria your target users actually search for.

Turning docs into use-case pages

You have strong technical docs but low organic visibility for use-case queries. Invoke the skill to repackage existing docs into a use-case page, with sources linked, so the content is both useful to searchers and citable by AI assistants answering related prompts.

Auditing and refreshing old content

An existing guide keeps losing rankings because stats are outdated. The skill re-enters research mode, verifies each number, and regenerates the guide with fresh sources while keeping frontmatter and internal links intact. This keeps the page trustworthy over time.

Add it to your agent workflow

Install with npx:

npx skills add onvoyage-ai/gtm-engineer-skills --skill write-seo-geo-content

Then invoke it in planning mode before writing. Example agent instruction:

Use the write-seo-geo-content skill in planning mode. Propose 5 topics for a developer tool's help center, including page type, primary keyword, and target GEO prompt.

Once approved, switch to writing mode. The skill will produce a markdown file with frontmatter and verified sources.

Compare before adopting

Before adding it permanently, compare on four dimensions:

• Quality signals: Does the skill actually run research and cite sources, or is it a prompt wrapper?
• Maintenance freshness: Are the page-type frameworks updated as search/AI behavior changes?
• Alternatives: A generic content-writer skill may be easier, but it won't enforce GEO research or verify data.
• Workflow fit: Does your pipeline accept markdown with frontmatter, or do you need a converter?

Review the README and inspect the skill's files before committing.

Why it is worth tracking

With 1,296 stars on GitHub and a maintained home in onvoyage-ai/gtm-engineer-skills, this skill has community momentum and a clear niche: product-led content that AI engines can trust. The no-fabricated-data rule and research-first design make it worth evaluating whenever you need a content agent that can stand up to both search ranking and AI citation. For a living index of this skill and related GTM engineering tools, see the OpenAgentSkill entry at https://www.openagentskill.com/skills/onvoyage-ai-write-seo-geo-content. Track it and re-evaluate when your content volume grows or AI citation patterns shift.