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.
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.
- Category: Data and analysis
- Effect: Read-only
- MCP servers: AI-Advisors MCP (https://koskamo.com/explore/ai-advisors-mcp)
- Source: MCP server: your AI visibility data in Claude | AI-Advisors (https://www.ai-advisors.ai/integrations/mcp-server)
- Source quote: "Every tool is read-only by design - your assistant can look at your data, never change it."
- Playbook page: https://koskamo.com/explore/use-cases/analyze-ai-visibility-and-citation-performance
Prompt: 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.