AI visibility
Also called: AI search visibility, LLM visibility, AI brand visibility, visibility in AI answers
Definition
AI visibility is how often your brand is mentioned or your pages are cited when people ask AI tools like ChatGPT, Perplexity, Gemini or Google's AI Overviews questions related to what you sell.
AI visibility measures whether AI assistants bring up your brand when your buyers ask them for help. It is the scoreboard for AEO and GEO work, and it has two parts: being mentioned (your name appears in the answer) and being cited (your page is a linked source).
How it is measured
Most trackers run a fixed set of prompts across several AI engines and record what comes back. Peec AI's documentation defines visibility as the share of chats where your brand appears: if your brand shows up in 4 out of 10 answers, your visibility is 40%. A related metric, share of voice, compares your mentions against competitors.
Platform data now exists too:
- Google Search Console launched generative AI performance reports in June 2026, showing impressions, pages, countries and devices for your URLs in AI Overviews, AI Mode and Discover AI features. Google says they reached all sites worldwide by August 31, 2026.
- Bing Webmaster Tools reports total citations, cited pages and the grounding queries Copilot used to find your content.
Note the gap: platform reports cover your own URLs. Mentions of your brand inside answers that cite someone else's page only show up in prompt tracking.
Why it matters
AI answers compress a shortlist into a paragraph. A buyer asking "what's the best help desk tool for a 10-person team" may read three names and never scroll. Being in that paragraph works like ranking on page one used to, except there is no page two.
How it plays out on Reddit
Reddit is the most-cited domain in AI search across ChatGPT, Google AI Mode, Gemini, Perplexity and AI Overviews (Peec AI, US data, March 2026). Peec's guidance from the same research: monitor what Reddit says about your brand and take part only authentically.
So a big share of your AI visibility is decided in threads you do not control. If competitors are recommended in the threads that get cited for your category and you are absent, that gap carries into AI answers. BoomReddit flags threads that already rank on Google or get cited in AI answers and tracks competitor mentions, so you can see where to show up. More on Reddit SEO.
Peec also notes a caveat worth keeping: both Google and ChatGPT have pulled back from Reddit at times, so a Reddit-only presence carries concentration risk.
Example (hypothetical)
A project management startup tracks 30 prompts across four engines every week. It appears in 6 of 120 answers, so its visibility is 5%. Reviewing the cited sources, it finds two Reddit threads behind most competitor mentions. It answers open questions in those threads honestly, makes sure the docs page for the feature people asked about is indexed, and keeps tracking.
Common mistakes
- Testing one prompt once. AI answers vary. Use many prompts, repeated over time.
- Counting only citations. Unlinked brand mentions shape the shortlist too.
- Trying to fake it. Planting praise with throwaway accounts is astroturfing and gets removed.
Frequently asked questions
What is a good AI visibility score?
There is no universal benchmark. Compare against competitors on the same prompt set, which is what share of voice does.
Can I see AI visibility in Google Search Console?
Yes, for your own URLs. Google's generative AI performance reports show impressions in AI Overviews, AI Mode and Discover AI features.
Why do AI tools mention my competitors and not me?
Usually because the sources they retrieve (review sites, comparison posts, Reddit threads) mention them. Check which pages get cited for your prompts.