How do I install the Geo Content Optimizer skill?

Run npx skillmds@latest add dreamlab-ai/geo-content-optimizer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Geo Content Optimizer safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Geo Content Optimizer?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Geo Content Optimizer free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Geo Content Optimizer?

dreamlab-ai (@dreamlab-ai) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Geo Content Optimizer by dreamlab-ai

Name: Geo Content Optimizer
Author: dreamlab-ai

Geo Content Optimizer

Optimize content for AI citations (ChatGPT, Perplexity, AI Overviews, Gemini, Claude, Copilot) inside a toprank SEO workflow. Use when the task needs "optimize for AI", "get cited by ChatGPT", "GEO optimization", or "appear in AI answers" AS PART OF a broader SEO engagement (alongside seo-analysis, keyword-research, content-writer). For AI-citation work with NO SEO context, use `bencium-aeo` directly — this skill's technique library now lives there.

dreamlab-ai Updated Sep 17, 2026

File contents

GEO Content Optimizer (toprank sub-skill)

This is a pointer, not a deprecated stub: it stays invocable as toprank's GEO entry point, but the technique library it used to carry has moved to bencium-aeo/references/geo-techniques.md so the estate has one authority for AI-citation optimisation instead of two overlapping ones.

When to use this pointer vs `bencium-aeo` directly

Inside a toprank SEO workflow — you're already running seo-analysis, keyword-research, or content-writer and want to layer GEO on top: read the reference below, apply the techniques, then hand off to content-writer.
Standalone AI-citation work with no SEO context — invoke bencium-aeo directly; it owns the full workflow (analysis, generation, evidence panels, JSON-LD schema, testing protocol).

Boundary with `bencium-aeo`

Same underlying techniques (18-token rule, evidence panels, freshness signals, FAQ schema) — the boundary is workflow context, not technique. This pointer exists so a toprank-driven SEO engagement can reach GEO technique without leaving the suite; bencium-aeo is the standalone, SEO-context-free workflow with its own analysis/generation/testing steps. bencium-aeo/SKILL.md carries the reciprocal note under its own "Related skills" section.

Reference materials (moved to bencium-aeo)

GEO Techniques — full technique library, CORE-EEAT checklist, worked example
AI Citation Patterns — how each engine selects and cites sources
Quotable Content Examples — more before/after pairs

---name: geo-content-optimizerdescription: Optimize content for AI citations (ChatGPT, Perplexity, AI Overviews, Gemini, Claude, Copilot) inside a toprank SEO workflow. Use when the task needs "optimize for AI", "get cited by ChatGPT", "GEO optimization", or "appear in AI answers" AS PART OF a broader SEO engagement (alongside seo-analysis, keyword-research, content-writer). For AI-citation work with NO SEO context, use `bencium-aeo` directly — this skill's technique library now lives there.---# GEO Content Optimizer (toprank sub-skill)This is a **pointer**, not a deprecated stub: it stays invocable as toprank'sGEO entry point, but the technique library it used to carry has moved to[`bencium-aeo/references/geo-techniques.md`](../../bencium-aeo/references/geo-techniques.md)so the estate has one authority for AI-citation optimisation instead of twooverlapping ones.## When to use this pointer vs `bencium-aeo` directly- **Inside a toprank SEO workflow** — you're already running `seo-analysis`, `keyword-research`, or `content-writer` and want to layer GEO on top: read the reference below, apply the techniques, then hand off to [content-writer](../content-writer/SKILL.md).- **Standalone AI-citation work with no SEO context** — invoke `bencium-aeo` directly; it owns the full workflow (analysis, generation, evidence panels, JSON-LD schema, testing protocol).## Boundary with `bencium-aeo`Same underlying techniques (18-token rule, evidence panels, freshnesssignals, FAQ schema) — the boundary is workflow context, not technique. Thispointer exists so a toprank-driven SEO engagement can reach GEO techniquewithout leaving the suite; `bencium-aeo` is the standalone, SEO-context-freeworkflow with its own analysis/generation/testing steps. `bencium-aeo/SKILL.md`carries the reciprocal note under its own "Related skills" section.## Reference materials (moved to bencium-aeo)- [GEO Techniques](../../bencium-aeo/references/geo-techniques.md) — full technique library, CORE-EEAT checklist, worked example- [AI Citation Patterns](../../bencium-aeo/references/ai-citation-patterns.md) — how each engine selects and cites sources- [Quotable Content Examples](../../bencium-aeo/references/quotable-content-examples.md) — more before/after pairs

Frequently asked questions