How do I install the Geo Visibility Check skill?

Run npx skillmds@latest add xpozpublic/geo-visibility-check-2 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 Visibility Check safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Geo Visibility Check?

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 Visibility Check free to use?

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

Who published Geo Visibility Check?

XPOZpublic (@xpozpublic) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Geo Visibility Check by xpozpublic — Agent Skill

Name: Geo Visibility Check
Author: XPOZpublic

Geo Visibility Check

One-shot GEO audit: does your brand appear in Claude, ChatGPT, and Gemini answers for the buyer questions that matter? Runs a prompt panel through the engines with citation tracing and reports per-prompt verdicts, who wins instead, and which sources the answers come from.

XPOZpublic Updated Sep 22, 2026

File contents

GEO Visibility Check

Do AI assistants recommend your brand? Find out, with evidence.

Buyers increasingly start, and often finish, research inside AI engines. This skill runs the buyer questions that matter through Claude, ChatGPT, and Gemini with full citation tracing, and reports where the brand appears, who wins instead, and which surfaces the answers are assembled from. One-shot by design: the measurement pass that tells you whether a full GEO program is worth running.

Setup

Run xpoz-setup for Xpoz access. Engine tracing needs AI API keys (any one is enough to start): ANTHROPIC_API_KEY, OPENAI_API_KEY, GEMINI_API_KEY. The ai-answer-trace skill provides the trace scripts.

Audit Process

Step 1: Build the prompt panel

3-8 questions buyers actually ask assistants: "best [category] tool for [persona]", "how do I [job to be done]", "[incumbent] alternatives". Mine real phrasings via Xpoz:

mcporter call xpoz.getRedditPostsByKeywords query='"looking for" OR "recommend" OR "best tool"' limit=15

Step 2: Trace every prompt

Run each prompt through every configured engine, 2 samples each (answers are nondeterministic; one sample is a coin flip). Use the ai-answer-trace scripts; keep the JSON traces.

Step 3: Judge per prompt

Present: recommended outright, listed among options, mentioned in passing, or absent?
Cited: does a brand-owned URL appear in the citations? An answer can name the brand while citing someone else's page; record the actual path.
Winners: who is recommended instead, via which URLs?
Stability: consistent across samples or not?

Step 4: Report

Tips

Keep traces for a before/after re-run next month | If community citations dominate lost prompts, run geo-reddit next | For the full weekly program (tracked panel, snapshots, gap analysis, content production): geo-seo-agent

---name: geo-visibility-check-2description: One-shot GEO audit: does your brand appear in Claude, ChatGPT, and Gemini answers for the buyer questions that matter? Runs a prompt panel through the engines with citation tracing and reports per-prompt verdicts, who wins instead, and which sources the answers come from.---# GEO Visibility Check**Do AI assistants recommend your brand? Find out, with evidence.**Buyers increasingly start, and often finish, research inside AI engines. This skill runs the buyer questions that matter through Claude, ChatGPT, and Gemini with full citation tracing, and reports where the brand appears, who wins instead, and which surfaces the answers are assembled from. One-shot by design: the measurement pass that tells you whether a full GEO program is worth running.## SetupRun `xpoz-setup` for Xpoz access. Engine tracing needs AI API keys (any one is enough to start): `ANTHROPIC_API_KEY`, `OPENAI_API_KEY`, `GEMINI_API_KEY`. The `ai-answer-trace` skill provides the trace scripts.## Audit Process### Step 1: Build the prompt panel3-8 questions buyers actually ask assistants: "best [category] tool for [persona]", "how do I [job to be done]", "[incumbent] alternatives". Mine real phrasings via Xpoz:```bashmcporter call xpoz.getRedditPostsByKeywords query='"looking for" OR "recommend" OR "best tool"' limit=15```### Step 2: Trace every promptRun each prompt through every configured engine, 2 samples each (answers are nondeterministic; one sample is a coin flip). Use the `ai-answer-trace` scripts; keep the JSON traces.### Step 3: Judge per prompt- **Present**: recommended outright, listed among options, mentioned in passing, or absent?- **Cited**: does a brand-owned URL appear in the citations? An answer can name the brand while citing someone else's page; record the actual path.- **Winners**: who is recommended instead, via which URLs?- **Stability**: consistent across samples or not?### Step 4: ReportVerdict | Per-prompt table (Claude / ChatGPT / Gemini / who wins) | Cited-domain ranking with surface types (own site, review site, community, docs, listicle) | Brand citation paths | Lost prompts diagnosed | Next steps.## TipsKeep traces for a before/after re-run next month | If community citations dominate lost prompts, run `geo-reddit` next | For the full weekly program (tracked panel, snapshots, gap analysis, content production): [geo-seo-agent](https://github.com/XPOZpublic/geo-seo-agent)

Frequently asked questions