# The Mirror System — AI Citability

> Use this tool when you need to measure a brand's online visibility and credibility through AI citability, solving problems of reputation management and search engine optimization. It analyzes citations across various AI models, including ChatGPT, Claude, and Gemini, providing insights into a brand's digital footprint. By inputting a brand's information, it outputs a comprehensive report on its AI citability, helping businesses understand their online presence and make data-driven decisions.

Canonical page: https://skillsregistry.net/skills/com-danielsdesignstudio-mirror-ai-citability  
JSON: https://api.skillsregistry.net/v1/skills/com-danielsdesignstudio-mirror-ai-citability

## Description

AI Citability across AEO, GEO, SEO & MCP: is a brand cited & callable? Free Lite Reflection.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-30

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.danielsdesignstudio%2Fmirror-ai-citability)

## Use it

MCP endpoint published by the skill: `https://mcp.danielsdesignstudio.com/mcp`

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "com-danielsdesignstudio-mirror-ai-citability"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/com-danielsdesignstudio-mirror-ai-citability` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/com-danielsdesignstudio-mirror-ai-citability/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt