How to Choose the Right Prompts for AI Visibility Tracking - Marketing Miner

How to Choose the Right Prompts for AI Visibility Tracking

7 minutes of reading

3/30/2026

The way people search for information has fundamentally shifted with the arrival of AI assistants like ChatGPT, Gemini, and Google’s AI Mode. For brands, it’s no longer enough to simply monitor how they perform in traditional search results. At Marketing Miner, we’ve responded to these changes - you can now track your visibility in AI models not just as a one-off analysis, but regularly on a daily or weekly basis. But this new feature brings a crucial question: Which prompts should you actually be tracking?

How AI Visibility Tracking Differs from Traditional Rank Tracking

In traditional search, the principle is simple - a user enters a specific term, like "best coffee machines," and you see your position in the search results. Tracking success in AI models, however, requires a completely different approach.

People interact with AI assistants using natural language. Everyone asks slightly differently, creating an infinite number of unique and highly specific queries. Furthermore, responses are generated in real-time, are subject to personalization, and the platforms themselves don't (yet) provide data on exactly what users are typing or how often.

AI Visibility tracking isn't about chasing the "number one spot." It’s about understanding how AI assistants perceive you as an authority within a given topic. So, how do you navigate this "black box" and set up tracking that makes business sense and gives you the most accurate picture of your AI market strength?

Track Your AI Presence Using Prompt Clusters

Since it’s impossible to track every single query users might ask an AI, we recommend using the prompt clustering method. In practice, this means that for each product category, you don't create just one query, but a whole set (cluster) of different prompt variations.

Instead of tracking a specific "position," you monitor your Share of Voice (SoV) within that topic. If your brand appears in, say, 80% of the responses within a cluster, the AI perceives you as an authority. If you only appear in 10% of cases, it’s a clear signal to work on your content and site authority.

You can define these clusters by intent, the marketing funnel stage, or specific products and services. For the most accurate data, we recommend separating branded queries (containing your brand name) from product and general queries into distinct groups.

To make evaluating entire topics as easy as possible, you can easily group your prompts using labels in Marketing Miner. This gives you a clear overview of how your brand performs in a specific product category or at a certain stage of the buyer’s journey.

Marketing Miner TIP: For very general prompts, AI models often rely solely on their training data and don’t trigger a web search. If you want to get up-to-date information and web citations, add a time specification to the prompt, such as the current year or month.

Best Practices for AI Visibility Tracking

Before you start collecting data, keep these rules in mind:

Don’t focus solely on individual prompt results. Group prompts into clusters and evaluate the overall trend within a topic.
Don’t think of prompt tracking as traditional rank tracking . Understand that your "position" in responses is highly volatile. Your presence in the AI response itself is what matters. At Marketing Miner, we track not only if your brand is listed as a source but also if it appears directly within the text of the AI response.
Monitor your Share of Voice. How often do AI assistants recommend you compared to your competitors?
Don’t try to track everything - prioritize. Focus on the key products and services that are most important to your business.
Don’t treat AI tracking as a "set and forget" task. AI learns and sources change, manage your AI visibility continuously. If an AI isn't mentioning you, find out which sites it is citing instead and try to get featured there - for example, through PR or link building.

5 Key Sources for Finding AI Tracking Prompts

Since AI platforms (unlike search engines) don't currently provide data on what users are typing into their chats, we recommend working with synthetic prompts. These are naturally formulated queries created based on real search data where you already know the popularity and search volume.

1. Google Search Console Queries

Use the questions for which your site already appears in organic search and gains impressions. These real queries are a great foundation for your tracking clusters.

How to do it: Open Google Search Console and use a Custom (Regex) filter in the Performance tab to isolate questions.

2. Generating Transactional Prompts for Key Products

To see how your brand performs in AI search, convert the keywords for your core products and services into natural speech. Use an AI assistant to generate conversational variations of buying queries.

3. Discussions and Forums

While websites often have perfectly optimized titles, forum posts are much closer to how people naturally write. Users on forums don't care about "ranking." Look at the problems your customers are solving on Reddit or industry-specific forums to find inspiration for naturally phrased questions.

4. "People Also Ask" (PAA) in Google Search

Google directly shows related questions in the SERP. As soon as you click a heading to expand it, Google offers even more suggested queries. These are perfect for your AI visibility clusters.

5. Marketing Miner - Keyword Profiler (Questions)

You can also get inspiration directly in Marketing Miner using the Keyword Profiler tool. Simply enter a keyword, and in the Questions tab, you’ll immediately see what people are most frequently asking about the topic. These are ideal because you can see the real search volume for each question, ensuring you track topics that users actually care about.

How to Set Up Regular AI Visibility Tracking

Once your prompt clusters are ready, simply paste them into Marketing Miner to start regularly tracking the AI visibility of your brand and competitors.