AI Visibility Tracking
How to track brand mentions in AI search.
How to monitor brand mentions in AI search: what to measure, how to track brand mentions in ChatGPT, Perplexity and Gemini by hand, and when a tracker or a service makes sense.
Short answer
How do you track brand mentions in AI search?
Here is how to track brand mentions in AI search: agree a set of buyer questions, run them in ChatGPT, Perplexity and Gemini, and record whether your brand is named and your pages cited. Repeat on a schedule, against a baseline.
In brief
Five things to know first.
No Search Console for AI
Answers change by platform, prompt and week, so one check tells you little. Tracking has to repeat.
Mention is not citation
A mention is your brand named in the text. A citation is a link to your page. Track both separately.
Start with fixed prompts
A saved list of buyer questions makes every run comparable with the last one.
Each platform behaves differently
ChatGPT, Gemini and Perplexity rarely agree: 72% of the businesses they named came from only one of them. Check each engine separately.
Tracking exists to guide action
The aim is the next fix: a missing page, a rival's source, a gap. Not a dashboard.
The problem
There is no Search Console for AI answers.
ChatGPT, Gemini and Perplexity rarely agree: 72% of the businesses they named came from only one of them. So you check each engine with the same buyer prompts and record the answers.
AI visibility is not a one-time snapshot. Without tracking, every change you make is a guess.
Answers change
The result shifts by platform, prompt and week.
Mentioned or sourced?
Your pages being the source is a different question from your brand being named.
Who replaces you
Seeing which rivals are named shows where the real gap is.
Where answers come from
The pages assistants draw on tell you where to act next.
What to measure
Each metric answers a different question.
Do not collapse everything into one score. Mentions, citations, position, sentiment and sources each point to a different fix.
| Metric | What it tells you |
|---|---|
| Mention | Your brand is named in the answer text |
| Citation | A link to your page appears as a source |
| Share of voice | Your share of all brand mentions versus rivals |
| Average position | Where you appear when you are mentioned |
| Sentiment | How the answer describes you |
| Cited sources | Which pages and sites shape the answer |
By hand
Track brand mentions in ChatGPT by hand.
Manual tracking costs nothing and teaches you how assistants answer your category. It does not scale past a few dozen prompts, but it is the right way to start.
Agree the buyer prompts that matter
Use the questions buyers ask before they contact sales: comparisons, alternatives, how-to and best-for.Run them in each assistant
Use ChatGPT, Perplexity and Gemini. Start a fresh chat each time so earlier answers do not shape the next.Record what you see
Note the date, platform, prompt, whether you were named, which rivals appeared and which sources were cited.Open the cited sources
Check what each source says. Perplexity numbers its citations; ChatGPT lists them under Sources.Repeat on a schedule
Run the same prompts weekly or monthly. Compare each round with your first, the baseline.
Want a baseline without building it yourself?
We map the prompts your buyers use in ChatGPT, Claude, Perplexity and Gemini and show where you appear, who is named instead and why.
Platform quirks
What each assistant shows you.
Assistants expose sources differently. Know what each one shows before you read the results, or you will mistake a missing source for a missing brand.
| ChatGPT | Perplexity | Gemini | |
|---|---|---|---|
| Searches the web | Only when it chooses, or you ask | Searches the internet in real time | Not every response uses sources |
| Shows sources | Sources button lists citations | Numbered citations link to originals | Sources button, when sources exist |
| Watch for | Citations can be incomplete or outdated | Deep Research reads far more pages | No Sources button means no links |
Beyond manual
When a tracker beats a spreadsheet.
A tracker runs your prompts on a schedule, stores each answer and charts mentions over time. Use one when manual runs get too slow or too thin to trust.
Free tools cover single platforms. Bing Webmaster Tools reports total citations and cited pages across Copilot and Bing AI summaries. It samples data and does not show placement.
| By hand | Tracker | |
|---|---|---|
| Cost | Your time only | A subscription or service fee |
| Scale | A few dozen prompts | Hundreds of prompts, repeated |
| Consistency | Varies with who runs it | Same prompts, same schedule |
| Best for | First look and learning | Ongoing monitoring and reporting |
LLMReach
How LLMReach tracks it for you.
Our AI Visibility Tracking service covers mentions, citations, share of voice, cited URLs, sentiment, position and competitor visibility across AI answers, using our own internal AI visibility tracker.
Mentions, citations, position, sentiment and sources are not averaged into one score.
Plan the prompt set
We agree with you the questions that matter, by buyer stage and platform.Take a baseline
We record your AI visibility before any work, so later change has something to compare with.Track on a schedule
Recurring tracking across the agreed prompts, with weekly updates and clear reporting.Analyze sources and rivals
We show which pages and communities shape the answers, and who is named instead of you.Turn data into fixes
Findings become content, schema and source work, prioritized in a roadmap.
Prefer ongoing tracking done for you?
AI Visibility Tracking runs your prompt set on a schedule and turns the data into a prioritized roadmap.
Mistakes
Common tracking mistakes to avoid.
Most bad tracking comes from loose prompts and one-off checks. Fix these before you trust any number.
One run, one conclusion
A single answer proves little. Repeat across prompts and weeks.
Counting mentions as citations
A brand can be named without its site being cited. Track both.
Changing the prompts
If the prompt list moves, you cannot compare rounds. Fix the list first.
Ignoring rivals
Your count means little without who else is named in the same answers.
Claiming revenue from mentions
A mention does not prove traffic or sales. Check your own analytics.
FAQ
Tracking brand mentions: common questions.
How do I track brand mentions in ChatGPT?
Tracking brand mentions in ChatGPT means running a fixed list of buyer questions and recording whether your brand is named and your pages cited. ChatGPT lists cited links under its Sources button, but only when it searches the web. Repeat the same questions regularly.
What is the difference between a mention and a citation?
A mention is a text reference to your brand in an AI answer. A citation is a link to a page used as a source. A brand can be mentioned without its site being cited, so track the two separately.
Can I monitor brand mentions in AI search for free?
Monitoring brand mentions in AI search is possible for free by running prompts yourself and logging results. Bing Webmaster Tools also reports citations across Copilot and Bing AI summaries, based on a sample. Free methods get slow beyond a few dozen prompts.
How often should I check AI answers?
Check weekly or monthly, using the same prompts each time. Answers change by platform, prompt and week, so one check is a snapshot. Comparing rounds against a baseline taken before any work shows whether changes helped.
Does Google Search Console show my ChatGPT mentions?
Google counts traffic from its own AI Overviews and AI Mode in the Performance report, under the Web search type. It does not report them separately. Mentions in other engines need separate tracking.
What is AI share of voice?
AI share of voice compares your brand's presence with competitors across tracked AI responses. It shows whether you are gaining or losing attention relative to other options in your category, even when your own mention count looks steady.
Can tracking prove that AI mentions drive revenue?
Tracking cannot prove revenue by itself. A mention or citation does not on its own show traffic, pipeline or sales. Connect tracking data with your own analytics before making claims about business impact.
Free AI Audit
See where AI names you and where it doesn't.
You leave knowing where the gap is, what is causing it, and which changes would matter first, whether we work together or not.
What to expect
Audit
Before the call, we run your buyers' questions through ChatGPT, Claude, Perplexity and Gemini.
Map
On the call, we show you where competitors are cited and you are not, and what's causing it.
Decide
An honest read on whether the Citation Stack fits. If it doesn't, you'll hear it on the call.
Don't see a time that works? Email Karim directly: contact@llmreach.ai