AI Prompt Tracking
Track the questions that shape demand
Organise prompts by topic, intent, model and visibility outcome.
Track promptsAudited across
ChatGPT
Gemini
Claude
Perplexity
Copilot
DeepSeek
Grok
Meta AI
AI Mode AI OverviewsPrompts overview
How visible you are for each question, across every AI model.
All prompt types (24)| Prompt | Type | Topic | Answers | Visibility | Sentiment |
|---|---|---|---|---|---|
| Who are the best accounting firms for small businesses in Cape Town? | Non-branded | Small business accounting | 4 | 75% | |
| Is Your Brand a good choice for a growing online store? | Branded | E-commerce bookkeeping | 4 | 100% | |
| Your Brand vs Competitor A - which is better value for a start-up? | Comparison | Start-up finance | 4 | 50% | |
| What's the easiest way to sort out my tax return as a freelancer? | Non-branded | Personal tax | 4 | 25% |
What it is
The shift from keywords to conversations
People used to type a few words into Google and scroll through links. Now they ask AI a full question - often with lots of detail about what they need - and get one clear answer back.
aimentionz tracks these real questions for you, so you can see when AI recommends your business, when it picks someone else, and what you can do about it.
How people search now
Old search: keywords
"accountant cape town" - a few words typed into Google.
New search: questions
"I run a small café. Who's a good accountant nearby that won't cost a fortune?"
More detail
People share their budget, size and needs, so AI gives a tailored answer.
Location matters
AI often adds local businesses to the answer when the question is about a place.
Customer journey
Track every stage of the customer journey
People ask different questions depending on how close they are to choosing a business. Someone just looking around asks broad questions, while someone ready to buy asks very specific ones.
Tracking prompts at every stage shows you where AI helps you win customers, clients and leads - and where it lets them slip away to a competitor.
Problem-based prompts
People often describe a problem to AI without naming a business or even a type of service.
"My garden floods every time it rains - who can fix this?"
The value: Track these open questions to see whether AI suggests your business as the answer to the problem.
Persona-based prompts
AI changes its recommendations depending on who people say they are.
"I own a busy restaurant. Which cleaning company handles commercial kitchens?" vs. "I'm a first-time homeowner. Who's an affordable cleaning service near me?"
The value: Track the same question for different types of customers and see how AI changes its tone, what it highlights and who it recommends.
Comparison prompts
Once people have a shortlist, they ask AI to help them make the final choice.
"Compare [Your Brand] and [Competitor]. Which one offers better value?"
The value: Keep an eye on these high-intent questions to make sure AI describes your strengths accurately.
Changing answers
Keep up as AI answers change
AI answers aren't fixed. They change when the AI companies update their models and algorithms, when new content is published and even from one moment to the next. A single check can give you the wrong picture.
That's why aimentionz checks your prompts regularly on every model, giving you a reliable view of how you're really doing over time.
Answers change all the time
Ask AI the same question twice and you may get a different answer - and every time an AI model is updated, its answers can shift overnight. We check your prompts again and again and keep a week-by-week history, so you can look back on a clear timeline of how your visibility and sentiment have changed, and spot exactly when an update helped or hurt you.
Every AI model is different
ChatGPT might recommend you while Gemini doesn't mention you at all. We track each model separately, so you know exactly where you show up and where you need to work harder.
Prompt insights
What you can see for every prompt
Each prompt you track gives you much more than a simple yes or no. You get a full picture of the answer, so you understand not just whether you were mentioned, but why - and what to change.
Brand visibility
See whether your business is mentioned in the answer at all - and whether it's named first, in the middle or last on the list.
Response sentiment
See whether AI speaks about you positively, neutrally or negatively, and the words it uses to describe you.
Competitor presence
See which competitors are named alongside you - or instead of you - every time the question is asked.
Cited sources
See the websites, reviews and articles AI uses as sources to build its answer.
Response text
Read exactly what AI said, word for word, saved every time we check.
Groups and tags
Group your prompts to see the bigger picture
Looking at prompts one by one is useful, but grouping them shows you the patterns. Tag your prompts by topic, product, location or customer stage, and see how visible you are in each group.
For example, you might find you appear in most questions that mention your name but rarely in open questions like "who's the best…?" - a clear sign of where to focus next.
Visibility by prompt type
| Prompt type | AI visibility | Answers | Sentiment |
|---|---|---|---|
Non-branded 18 queries | 23.4% | 72 | |
Branded 6 queries | 96.5% | 24 | |
Comparative 3 queries | 88% | 12 |
What you get
- A tracked set of prompts your buyers ask AI
- Per-prompt mention status: found or missing
- Answer snapshots saved on every scan
- Alerts when you drop out of an answer
Why it matters
You can't optimize what you don't track. AI Prompt Tracking turns the vast, shifting landscape of LLM prompts into a focused list - so you always know the exact questions where you're part of the answer, and the ones where you've gone silent.
Part of the aimentionz Intelligence Suite - built to master your AI visibility and make sure you're part of the answer.
FAQs
Frequently asked questions about AI prompt tracking
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