GEO Citation Writer
Templates for AI-citable FAQ, definition, comparison and how-to articles
Test report
- Verdict
- Works with setup
- Score
- 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-writerTemplates 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.