Prompt

A prompt is the question, instruction, or request that a user submits to an AI engine. In the context of AI search optimization, prompts are critically important because they determine the context in which AI engines decide whether to mention or recommend your brand. The specific wording of a prompt can dramatically change which brands appear in the response.

Prompt tracking is a core concept in AI search visibility. Rather than tracking keywords like in traditional SEO, AI search optimization tracks prompts. These are the natural-language questions your potential customers ask AI engines, such as "What are the best project management tools for remote teams?" or "Which CRM should a startup use?" Each prompt represents a potential touchpoint where your brand could be discovered by a new customer.

The relationship between prompts and brand mentions is not always intuitive. A brand might be recommended when someone asks "best CRM for startups" but completely absent when they ask "top CRM software 2026," even though both queries are highly relevant. This variability is why comprehensive prompt tracking is essential. You need to monitor a wide range of prompts that represent your customers' actual AI search behavior to get an accurate picture of your visibility.

GRRO lets you define and track the prompts that matter most to your business. The platform queries real AI engines with your tracked prompts on a regular schedule and records whether your brand appears, how it is described, and how you compare to competitors. This prompt-level tracking gives you the granular data you need to understand exactly where your AI visibility is strong and where it needs work.