Koskamo

Retrieve AI Visibility Rankings for Competitors

The user obtains current AI visibility scores and rankings for specific companies across major AI engines, enabling competitive benchmarking.

How it works

Read-onlyResearch and knowledge

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.

Prompt

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

Prompt for Retrieve AI Visibility Rankings for Competitors
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.

MCP servers it needs

Source

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

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。
AI検索対策ガイド|GEO・LLMOの実践と104社調査 — AI Visibility Index

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.