How to choose prompts to track for AI visibility
By haylow.ai editorial team
In short
A good AI visibility prompt set is a fixed list of real buying questions, grouped by topic, written from the point of view of each buyer persona, and balanced across intents such as recommendation, comparison and alternatives.
What makes a prompt worth tracking?
A prompt is worth tracking when a real buyer would type it into an assistant while deciding what to buy, and when the answer could plausibly name a brand. Vague questions and questions with one factual answer rarely produce brand lists, so they tell you little.
Good prompts are specific enough to have a shortlist as their answer. "Best CRM for a 10-person agency in India" produces a list of brands. "What is a CRM" produces a definition.
Keep the wording fixed once you choose it. Changing the words between runs changes the question, so a trend built on edited prompts is not a trend.
How do topics help?
Topics are the themes your category is asked about, such as pricing, integrations or a specific use case. Grouping prompts by topic lets you see that you are strong on one theme and absent on another, which a single site-wide score would hide.
Start with four to eight topics that match how buyers describe the problem, not how your product is organised. A topic named after an internal feature is usually a sign the list was built from the inside out.
haylow.ai lets you group prompts under topics, so the ranking and share-of-voice views can be read theme by theme.
How do personas change the questions?
Different buyers ask about the same category in different words. A founder asks about cost and speed, a marketing lead asks about reporting, and an agency asks about managing several clients. Writing prompts per persona covers the real spread of questions.
The budget owner
Asks about price, value, alternatives and what is included.
The day-to-day user
Asks about features, ease of setup and how it compares for a specific task.
The evaluator
Asks about security, data protection, integrations and vendor reliability.
Which intents should a prompt set cover?
Cover the intents that lead to a purchase: recommendation ("best X for Y"), comparison ("X vs Y"), alternatives ("alternative to X"), use case ("how to do Z with X") and reputation ("is X good"). Include a few branded prompts, but keep them a minority.
Branded prompts, where your name is already in the question, almost always mention you. They are useful as a sanity check, but if they dominate the set, your average visibility will look better than it is for buyers who do not know you yet.
A workable starting set is ten to fifty prompts per brand. That is enough to show a pattern without making every run expensive.
How do you keep a prompt set useful over time?
Review it every quarter. Add prompts for new products, markets and competitors, retire ones that never produce a brand list, and keep the rest unchanged so the trend stays comparable. Mark the few prompts that matter most as priority so you can run them more often.
haylow.ai supports priority prompts on every paid plan, so you can run your most important questions more often than the full set.
Key takeaways
- Start from the questions buyers ask, not from your keyword list.
- Group prompts into topics so a score can be read per theme, not only as one number.
- Write each question the way a specific persona would ask it, then keep the wording fixed.
- Balance intents. A set made only of branded questions will overstate your visibility.
Frequently asked questions
How many prompts should I track per brand?
Ten to fifty is a workable range. Fewer than ten is too noisy to read, and a very large set costs more to run without adding much insight early on.
Should I track branded prompts?
A few, as a sanity check. Keep them a small share of the set, because a question that already contains your name will usually mention you.
Can I change prompt wording later?
You can, but treat a rewritten prompt as a new prompt. Editing the words between runs changes the question, so it breaks the trend line for that prompt.
Do I need different prompts for different AI engines?
No. Use the same prompts on every engine so the results are comparable, then read the scores per engine.
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