A list of ranked recommendations to improve AI visibility, including specific pages and answers, along with insights into which questions drive competitor wins.
The agent uses list_recommendations to get ranked actions for improving visibility. It pairs this with list_questions to see which queries mention the brand and list_sources to identify authoritative domains. It also checks list_answers to see specific instances where the brand was named but ranked low. The agent ensures it does not average engine data and correctly handles sample size limitations.
- Category: Research and knowledge
- Effect: Read-only
- MCP servers: AIMentionTracker MCP (https://koskamo.com/explore/aimentiontracker-mcp)
- Source: AIMentionTracker MCP documentation (https://aimentiontracker.ai/docs/mcp)
- Source quote: "list_recommendations | /recommendationshosted only, for now | What to do next, ranked, with the pages and answers behind each item."
- Playbook page: https://koskamo.com/explore/use-cases/find-optimization-recommendations-and-questions
Prompt: Show me the top recommendations to improve visibility. Which questions are we missing? Show me answers where we were named but ranked last.