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Track Prompts Across AI Engines

Find out whether AI engines mention you when buyers ask. Track key prompts in ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews and spot the gaps.

2 min readUpdated 16 October 2026

What prompt tracking is

Prompt tracking monitors the questions that matter to your business across ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews. It shows whether each answer cites you, mentions you or leaves you out.

How to choose prompts to track

Track the questions your buyers actually ask before they contact you.

  • Category questions, such as which provider is best for a need in your city
  • Comparison questions between you and competitors
  • Problem questions your product or service solves

How to read results over time

Visibility changes as AI engines update and as you publish. Follow the trend across weeks rather than reacting to a single answer.

Use what you learn to decide what to write or improve next. See Read AI Citations and Sentiment for how to act on the results.

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FAQs

Questions, Answered

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What is prompt tracking in Apex®?

Prompt tracking monitors the questions that matter to your business across ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews. For each tracked prompt, it shows whether the AI answer cites you, mentions you or leaves you out, so you can see where your brand is missing.

Which AI engines does prompt tracking cover?

Prompt tracking in Apex® covers ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews. Tracking the same prompts across several engines shows where your brand appears consistently and where a particular engine leaves you out.

What is the difference between being cited and being mentioned?

Being cited means an AI answer links to or references your content as a source. Being mentioned means the answer names your brand without necessarily pointing to your page. Prompt tracking shows both, as well as answers that leave you out entirely, which helps you prioritize what to improve.

How do I choose which prompts to track?

Track the questions your buyers actually ask before they contact you. Good starting points are category questions, such as which provider is best for a need in your city, comparison questions between you and competitors, and problem questions that your product or service solves.

Should I track comparison questions about competitors?

Yes, comparison questions between you and competitors are worth tracking because buyers often ask AI engines to compare options before deciding. Seeing how AI answers describe you against competitors shows whether you are included and how you are positioned in those decisions.

Why do prompt tracking results change over time?

Results change because AI engines update their models and sources, and because you and your competitors keep publishing content. An answer that leaves you out today may include you later, or the other way around. That is why prompt tracking is most useful as a trend over weeks.

Should I react to a single AI answer?

No, it is better to follow the trend across weeks rather than reacting to a single answer. AI responses can vary from one query to the next, so one result is a weak signal. Consistent patterns over time are a more reliable guide for what to change.

How do I use prompt tracking results?

Use prompt tracking results to decide what to write or improve next. If AI engines leave you out of important prompts, create or update content that clearly answers those questions. The Read AI Citations and Sentiment article explains how to act on the results in more detail.

Is prompt tracking the same as keyword rank tracking?

No, prompt tracking is different from keyword rank tracking. Rank tracking shows where a page appears in search results for a keyword, while prompt tracking shows whether AI-generated answers cite, mention or omit your brand for a question. Both are useful, since search rankings and AI visibility increasingly influence each other.

How many prompts should I start with?

Start with a focused set of prompts that reflect your most important buyer questions across category, comparison and problem types, then expand as you learn. A smaller, well-chosen set is easier to review regularly and act on than a long list that nobody reads.