# AI Visibility Audit

> Assess whether a brand or domain is actually cited when AI answers the prompts that matter, grounded in real AI Mode answers, LLM mentions, and AI search volume from UnifAPI. Every miss is tied to the winning source and labeled by likely cause — extractability, authority, or third-party presence.

- Page: https://unifapi.com/skills/ai-visibility-audit
- Recommended setup: start from this Skill in your AI client, then connect MCP when live data is needed
- MCP server: https://mcp.unifapi.com
- Agent clients: Claude, ChatGPT custom MCP apps, OpenClaw, Hermes, Codex, Claude Code, Cursor, VS Code, or any compatible MCP client
- Install path: use your client's UnifAPI listing when available; otherwise add the MCP server URL manually
- Developer raw-skill fallback: `npx skills add unifapi-agent/agents`
- Billing: UnifAPI public-data calls use $0.001 credits and OpenAPI-published operation minimums
- LLM execution: use your existing agent product plan; no separate LLM API key required

## Run prompt

```text
For "best unified public data api" and "mcp server for social data", check whether example.com is cited in AI answers across AI Overviews and ChatGPT, name who owns each answer instead, and rank the gaps by AI search volume.
```

## Expected output

- Coverage matrix: priority prompt × platform, cited vs not, with competitors cited instead
- Share-of-citations headline vs each named competitor
- Per high-value miss: who owns the answer and the likely cause
- Prioritized list of prompts to win next, weighted by AI search volume

## Workflow

## Live data sources

- [GEO](https://unifapi.com/apis/geo) — AI answer visibility, LLM mentions, AI search volume
- [SEO](https://unifapi.com/apis/seo) — Target visibility, SERP features, AI citations
- [Browser](https://unifapi.com/apis/browser) — Markdown, HTML, screenshots, links

## FAQ

## Related

- [All Skills](https://unifapi.com/skills.md)
- [MCP setup](https://unifapi.com/mcp)
- [Live API catalog](https://unifapi.com/apis)
- [Pricing](https://unifapi.com/pricing.md)