Koskamo

Analyze AI visibility and citation performance

The user receives a comprehensive analysis of their brand's visibility in AI-generated answers, including citation share, competitor mentions, and period-over-period trends, enabling data-driven SEO and AEO strategy adjustments.

How it works

Read-onlyData and analysis

The agent connects to the AI-Advisors MCP server using a read-only access token. It queries tools to retrieve per-prompt AI visibility stats, citation leaderboards, and recent engine answers. The agent analyzes the data to determine how often the brand is cited versus competitors, identifies which AI engines drive traffic, and checks for any brand accuracy issues. It then synthesizes this information into a clear report on visibility trends and actionable insights.

Prompt

Paste this into an agent that has the servers below connected. Adjust the names and dates to your own.

Prompt for Analyze AI visibility and citation performance
Analyze our AI visibility for this month. What is our current citation share, and how does it compare to last month? Which domains are AI engines citing most for our tracked prompts, and where does our domain rank? Also, check if any AI engines have made inaccurate claims about our brand recently.

MCP servers it needs

Source

The vendor page this playbook is drawn from, and the passage that supports it.

Every tool is read-only by design - your assistant can look at your data, never change it.
MCP server: your AI visibility data in Claude | AI-Advisors

Each playbook is drawn from the vendor page it cites and reviewed by Koskamo before it is published. Koskamo does not run these servers or your agent: check what each tool will do before you let it act on your accounts.