Find optimization recommendations and questions
A list of ranked recommendations to improve AI visibility, including specific pages and answers, along with insights into which questions drive competitor wins.
How it works
Read-onlyResearch and knowledge
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.
Prompt
Paste this into an agent that has the servers below connected. Adjust the names and dates to your own.
Prompt for Find optimization recommendations and questions
Show me the top recommendations to improve visibility. Which questions are we missing? Show me answers where we were named but ranked last.MCP servers it needs
Source
The vendor page this playbook is drawn from, and the passage that supports it.
list_recommendations | /recommendationshosted only, for now | What to do next, ranked, with the pages and answers behind each item.AIMentionTracker MCP documentation