GEO Citation Writer

Templates for AI-citable FAQ, definition, comparison and how-to articles

Works with setup

Test report

Verdict
Works with setup
Score
6.8/10
Tested
Jul 28, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Jul 30, 2026 · 48aade0

This skill is no longer available upstream. Our re-check on Aug 10, 2026 couldn't find it any more (repo unreachable/deleted). The test below is what we measured on Jul 28, 2026 and we're leaving it up as a record — but there is nothing left to install, so we've removed the command.

Writing the same Notion vs Asana comparison with and without the skill produced a measurable structural gap: the skill version led with a Quick Answer, added explicit 'Choose X if' criteria and four standalone FAQ answers that a FAQPage schema can carry, where the baseline had none of those. Whether that actually earns more AI citations is untested — we can measure the structure, not the citation lift. The bundled generator is the weak part: we ran it and only the 'definition' template exists, so --format faq, comparison, howto and statistics all silently emit the same 'What is X?' stub, and the batch_generate.py plus three reference files the SKILL.md points at are simply absent from the repo. Treat it as a set of templates to follow by hand and ignore the scripts.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 3/5
  • Triggers reliably 5/5
  • Output vs. baseline 7/10
  • Docs & honesty 2/5

What GEO Citation Writer does

Five content blueprints — definition article, FAQ page, comparison guide, how-to and statistics roundup — structured so AI assistants can lift a self-contained answer, plus the schema type to pair with each. Triggers when you ask for an FAQ page, a 'what is X' explainer, an A-vs-B comparison or content aimed at ChatGPT and Perplexity citations. The value is in the SKILL.md structures, not the bundled generator script.

How to install GEO Citation Writer

Nothing to install: the source repository no longer has this skill. If the author brings it back, our daily re-check will pick it up and the command will reappear here.

Commands — how to trigger GEO Citation Writer

  • /geo-citation-writer Templates for AI-citable FAQ, definition, comparison and how-to articles

It also activates on plain-language prompts like these:

  • Write an FAQ page about our pricing that ChatGPT can cite directly
  • Create a 'what is RAG' definition article optimized for AI search
  • Write a Notion vs Asana comparison guide built for AI assistant citations

Frequently asked questions

Is the GEO Citation Writer skill free?
Yes. The skill itself is free from geoly-ai/geo-skills. SkillProof publishes the install command and an independent test verdict at no cost.
Does GEO Citation Writer work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 28, 2026. Verdict: Works with setup. Writing the same Notion vs Asana comparison with and without the skill produced a measurable structural gap: the skill version led with a Quick Answer, added explicit 'Choose X if' criteria and four standalone FAQ answers that a FAQPage schema can carry, where the baseline had none of those. Whether that actually earns more AI citations is untested — we can measure the structure, not the citation lift. The bundled generator is the weak part: we ran it and only the 'definition' template exists, so --format faq, comparison, howto and statistics all silently emit the same 'What is X?' stub, and the batch_generate.py plus three reference files the SKILL.md points at are simply absent from the repo. Treat it as a set of templates to follow by hand and ignore the scripts.
What is the GEO Citation Writer SkillProof Score?
6.8/10 — installs cleanly 3/5, triggers reliably 5/5, output vs. baseline 7/10, docs & honesty 2/5.
How do I install GEO Citation Writer?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use GEO Citation Writer with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.