Choosing the Right Prompts: Why What You Track Decides What You See

Your AI visibility report starts with a question

Every AI visibility report starts with the same thing: a list of questions someone decided to ask. Which prompts you send to ChatGPT, Gemini, Claude and Google AI Overviews decides which answers you see. And the answers you see decide what you believe about your brand.

Track the wrong prompts and you get a confident picture of the wrong market. Your brand looks dominant in conversations nobody is having, or invisible in ones that never mattered. Meanwhile, the questions your buyers actually ask go unmeasured.

Google knows you. Does AI? The honest answer depends on what you ask it. This guide covers why prompt selection is the foundation of AI search visibility, the mistakes that quietly distort your data, and a practical framework for building a prompt set you can trust.

Prompts are the new keywords, but they behave differently

In traditional SEO, you track keywords. A keyword has a search volume, a ranking position and a results page that looks roughly the same for everyone. AI answer engines don't work that way.

A prompt is a full question, often with context: a budget, a location, a use case, a comparison. Small changes in wording can change which brands get mentioned, in what order, and which sources get cited. “Best CRM” and “best CRM for a 10-person sales team in Portugal” can return two entirely different shortlists.

That has three consequences for anyone measuring AI visibility:

• Your prompt set is your sample. Metrics like Share of Voice, mention rate and average position are calculated across the prompts you track. Change the sample and you change the score.
• There is no universal ranking. Visibility only exists relative to a specific question. Being the answer for one intent says little about the next.
• Bias is built in at setup. Most distortions in AI visibility data aren't measurement errors. They're choices made on day one, when the prompt list was written.

In short: what you track decides what you see. So the prompt list deserves the same care you'd give a keyword strategy, probably more.

Five mistakes that quietly distort your data

1. Tracking your own brand name. Prompts like “What is [your brand]?” will almost always mention you. They feel reassuring, but they measure recognition, not recommendation. The real test is whether AI suggests you when the user doesn't know you exist yet.

2. Thinking in keywords, not questions. Copying your SEO keyword list into a tracking tool produces short, robotic prompts. Real users write “Which project management tool works best for a remote agency with freelancers?”, not “project management software”.

3. Only tracking the top of the funnel. Broad discovery questions matter, but buying decisions happen further down. Comparisons, alternatives, pricing and “is it worth it” questions are where AI often makes the final recommendation.

4. Ignoring your competitors' territory. If you only track prompts where you expect to appear, you'll never see the conversations your competitors are winning. Those gaps are usually your biggest opportunities.

5. Setting it once and forgetting it. Markets shift, products launch, and AI models update. A prompt set written a year ago is measuring last year's buyer.

How to build a prompt set you can trust

A good prompt set reflects how real buyers think, across every stage of their decision. Here is a simple framework to start with.

Map prompts to the buying journey. Aim for coverage across intent, not volume in one place:

• Problem – the buyer wants to understand their challenge: “How can a small hotel reduce booking no-shows?”
• Discovery – the buyer wants to find possible solutions: “What tools help hotels manage reservations?”
• Comparison – the buyer wants to narrow the shortlist: “[Competitor A] vs [Competitor B] for boutique hotels”
• Alternatives – the buyer wants to look beyond a known option: “Cheaper alternatives to [Competitor A]”
• Decision – the buyer wants to validate the choice: “Is [product] worth it for a 20-room hotel?”

Write as your personas speak. A marketing director, a founder and a procurement manager ask about the same product in very different ways. Include their roles, constraints and vocabulary in the prompts.

Add the context that changes answers. Location, language, company size, industry and budget all shape what AI recommends. If you sell in Portugal and Spain, track prompts in Portuguese and Spanish, not just English.

Keep your brand out of most prompts. Unbranded prompts show whether AI recommends you on merit. Keep a small, separate group of branded prompts to monitor how AI describes you.

Balance breadth and depth. Start with a focused set covering your core products and markets, then expand where the data shows gaps. A smaller set of well-chosen prompts beats a large list of near-duplicates.

Review on a schedule. Revisit the set every quarter, or after a launch, a new competitor or a shift in positioning.

From the right prompts to the right decisions with Yetify

Yetify was built on a simple idea: AI visibility is only useful when it measures the conversations that matter to your business.

Yetify runs your prompts across the answer engines your customers use, including ChatGPT, Gemini, Claude and Google AI Overviews, and shows you what comes back:

• Where you appear, and where you don't. See which prompts mention your brand and which leave you out of the conversation.
• How you stack up. Share of Voice shows how often you appear in AI answers compared to your competitors, prompt by prompt and engine by engine.
• Which sources AI trusts. Understand which pages and websites shape the answers, so you know where to focus your content.
• How it changes over time. Track movement month to month and see whether your work is shifting the results.

Because the insight is only as good as the input, Yetify helps you organise prompts by topic, intent and market. That turns a list of questions into a clear picture of where your brand stands, and where to move it next.

Ask better questions, get a clearer picture

AI answer engines are already shaping how people discover, compare and choose brands. Measuring your place in those answers starts with one decision: which questions you ask.

Choose prompts that reflect real buyers, real intent and real competition, and your AI visibility data becomes a strategy tool, not a vanity metric. Choose them carelessly, and you'll optimise for conversations that don't exist.

Ready to see where your brand shows up in AI? Book a demo with Yetify and start tracking the prompts that matter.

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