The user obtains current AI visibility scores and rankings for specific companies across major AI engines, enabling competitive benchmarking.
The agent uses the MCP server to query the AI Visibility Index for specific companies or industry sectors. It retrieves the visibility scores (e.g., for ChatGPT, Claude, Gemini, Perplexity) and compares them against industry averages or competitors. The agent should verify the date of the data to ensure the user is looking at the most recent available snapshot, as scores are time-sensitive.
- Category: Research and knowledge
- Effect: Read-only
- MCP servers: AI Visibility Index MCP (https://koskamo.com/explore/ai-visibility-index-mcp)
- Source: AI検索対策ガイド｜GEO・LLMOの実践と104社調査 — AI Visibility Index (https://ai-visibility-index.dev/blog/)
- Source quote: "AI Visibility IndexのMCP APIをリリース。Claude Desktop、Cursor等のAIエージェントからEC業界104社のAI可視性ランキングに直接アクセスできます。"
- Playbook page: https://koskamo.com/explore/use-cases/retrieve-ai-visibility-rankings-for-competitors
Prompt: Check the current AI visibility ranking for Amazon Japan and Rakuten Market across all 4 major AI engines. Also, provide the average score for the entire EC industry for the latest available month.