# Geo Visibility

> GEO / AI-visibility check — how often a brand gets cited in AI answers, versus a category benchmark

- Skill: `meabo/geo-visibility` (Agent Skill)
- Install (CLI): `npx skillmds@latest add meabo/geo-visibility`
- Raw SKILL.md: https://api.skillmd.com/api/skills/meabo/geo-visibility/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: Meabo (https://skillmd.com/u/meabo)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/meabo/geo-visibility

---


# GEO Visibility

Checks how visible a brand is in AI-generated answers (ChatGPT/Perplexity/Google AI
Overviews-style citation behavior) — the newest, least-measured axis of search
visibility. Most SEO tools, including Cogny's skill pack, have no equivalent to this.

## Usage

`/geo-visibility example.com`

## Steps

### 1. If the Seobase MCP is connected (real data, preferred)
Call `mcp__seobase__semrush_ai_visibility` with the domain. It returns:
- `aiVisibility` — how often the domain is cited by LLMs
- `aiVisibilityBenchmark` — the category average, for context
- `citedPages` — how many distinct pages get cited
- `mentionStats` — a per-LLM breakdown

Call `mcp__seobase__semrush_competitors` for the same domain to see which competitors
to compare against, then consider running `semrush_ai_visibility` for 1–2 of them too
if the user wants a competitive read, not just an absolute number.

### 2. If not connected (free-tier fallback — manual spot-check, not a measurement)
Be explicit that this is a rough proxy, not real citation-frequency data. Use WebSearch
for a handful of natural questions a buyer would ask an AI assistant in this category
(e.g. "best <category> for <use case>") and note whether the brand appears in the
search results Google surfaces as AI-Overview-style summaries. Do not present this as
equivalent to the MCP-connected number — label it clearly as a manual spot-check.

### 3. Report

```
GEO Visibility: example.com
Source: live Semrush AI-visibility data | manual WebSearch spot-check

AI visibility score: X  (category benchmark: Y)
Cited pages: N
Per-LLM breakdown:
- ChatGPT: N mentions, N cited pages
- Perplexity: N mentions, N cited pages
- ...

Verdict: [above/below benchmark] — [one line on what that means]
Suggested next step: [e.g. "run /write-article on the 2 topics where competitors get cited but you don't"]
```