Your customers are asking ChatGPT, Gemini, and Perplexity questions your brand used to answer through Google rankings — "best [category] for [use case]," "is [brand] worth it," "[brand] vs [competitor]." Whether your brand shows up in those answers, and how it's described when it does, is now a measurable, trackable metric. Here's how to actually track it, from a free manual method to a full automated framework.
Key Takeaways
- AI search visibility is measured through four core metrics: mention rate, citation rate, Share of Model (or Share of Voice), and sentiment — not a single "ranking."
- You can start tracking manually today with a spreadsheet and a fixed prompt set; it doesn't scale, but it tells you where you stand right now.
- A repeatable 5-step framework (define prompts → run across engines → log citations and sentiment → benchmark vs competitors → act on gaps) works whether you're doing it by hand or with a platform.
- Check AI visibility weekly at minimum — AI-generated answers shift faster than traditional search rankings, especially around product launches or PR events.
What "AI search visibility" actually measures
Unlike a traditional SEO ranking, there's no single "position" in an AI-generated answer. Instead, AI visibility is usually broken into four metrics:
- Mention rate — the percentage of relevant prompts where your brand is mentioned at all, across a defined prompt set.
- Citation rate — the percentage of prompts where a specific page of yours is cited as a source, distinct from just being named.
- Share of Model (or Share of Voice) — your mention/citation volume relative to competitors mentioned in the same answers, which tells you whether you're winning or losing category visibility, not just whether you exist in it.
- Sentiment — whether the AI's description of your brand is positive, neutral, or negative, and specifically whether it repeats outdated or inaccurate claims.
Tracking only "am I mentioned" misses the second half of the picture: a mention with negative sentiment, or a citation of an outdated product page, can be worse than no mention at all.
Method 1: Manual tracking (free, DIY)
You don't need a paid tool to get a first read on your AI visibility. The process:
- Build a prompt list. Write 15–30 prompts real customers would plausibly ask — category questions ("best [category] tools"), comparison questions ("[brand] vs [competitor]"), and direct questions ("is [brand] legit / worth it").
