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MCP ServerUse Cases

Use Cases

Once you have connected the Asky MCP server, you can ask your AI assistant questions about your AI-search visibility in plain language. The assistant reads your Asky data and answers, so you never have to dig through dashboards yourself.

This page is a catalog of example prompts you can copy, paste, and adapt. They are grouped by what you are trying to learn. Everything here is read-only, so you can explore freely without changing anything in your account.

If you are new here, start with the Introduction and the setup guide. For a full list of what the assistant can read, see Tools.

Brand visibility

Get a quick read on how often AI engines mention your brand and where it is trending.

  • “Give me a one-paragraph read on where our AI-search visibility stands and how it moved versus last month.”
  • “Break our visibility down by engine and tell me where we are weakest right now.”
  • “Which topics carry most of our AI mentions, and which ones are we nearly invisible in?”
  • “What is our sentiment trend, and is anything dragging our average rank down?”

Competitive analysis

See how you stack up against the competitors you track and where the gaps are.

  • “Who shows up most often alongside us in AI answers, and where do they pull ahead?”
  • “Rank everyone by share of voice for our most important topic.”
  • “Which competitor gained the most ground on us this month, and on which engine?”
  • “Show me the questions where a rival is mentioned and we are completely absent.”

Citations and sources

Find out which pages and domains AI engines lean on when they answer questions in your space.

  • “Which domains do AI engines lean on most when answering questions in our space?”
  • “List the pages that cite our competitors but have never cited us.”
  • “Which of our own pages earn the most citations, and for which topics?”
  • “Find sources that come up again and again across our prompts that we have no presence in.”

Brand alignment

Check whether AI engines describe your brand accurately, and gather what you need to fix the gaps.

  • “What is AI stating about us that is wrong, and what should it say instead?”
  • “Pull the misaligned claim with the most impact and gather its sources so I can draft a correction.”
  • “Which inaccurate claims repeat across more than one engine?”
  • “Group our alignment gaps by topic so I know where to start.”

Prompts and monitors

Go beyond the headline numbers and read the actual answers behind a tracked question.

  • “For our worst-performing tracked question, show me the actual AI answers over the last few weeks.”
  • “Which prompts have the lowest citation rate, and what do the answers have in common?”
  • “Where has our rank on a specific question improved or slipped lately?”

AI crawler activity

Understand which AI crawlers visit your site and what they are reading.

  • “Which AI crawlers hit our site most, and which paths do they fetch?”
  • “Are the pages ChatGPT crawls the same ones it ends up citing us from?”
  • “Has bot traffic to our site climbed or dropped over the past month?”

Opportunities and tasks

Turn your visibility data into a short list of things to work on next.

  • “What are the highest-impact content gaps for us to tackle next?”
  • “Walk me through my task tracker and what is still open.”
  • “Give me three opportunities worth doing this week and why each one matters.”

Content drafts

Review what is already sitting in your Asky content library.

  • “Summarize the content drafts in our Asky library.”
  • “Which draft best fits the citation gap on our top topic?”

Tips for better answers

Small changes to how you ask make a big difference in what you get back.

  • Include a time range. Say “this month”, “last 30 days”, or “since last week” so the assistant knows which period to look at.
  • Name competitors specifically. Instead of “our competitors”, name the brands you care about to get a sharper comparison.
  • Ask for breakdowns. Request results split by engine (ChatGPT, Perplexity, Google AI Overviews), by topic, or by country to spot where you are strong or weak.
  • Start broad, then drill down. Begin with a high-level question, then follow up with “show me the details for the worst one” or “break that down by engine.”

If you track more than one brand in Asky, name the brand in your question (for example, “for Northwind, how visible are we this month?”) so the assistant knows which one you mean.

Ready to put these to work? Open the Tools reference to see everything the assistant can read. Every tool is read-only and scoped to your account, so you can explore freely.

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