Citation Stack, step 5
AI visibility tracking for the answers your buyers read
LLMReach's AI visibility tracking monitors when ChatGPT, Claude, Perplexity and Gemini mention, cite or ignore your brand. You get a baseline, recurring tracking and a clear view of what to fix next.
The gap
There is no Search Console for AI answers.
- Change: Visibility changes by platform, prompt and week, so a single check tells you little about where you stand.
- Sources: Whether your pages are the source is a different question from whether your brand is named.
- Competitors: Who is named instead of you shows where the gap really is.
- Next action: The pages assistants draw on tell you where to act next.
AI visibility is not a one-time snapshot. Without tracking, every change you make is a guess. Mentions, citations, position, sentiment and sources are not averaged into one score.
Our own results
We do this for our own brand first.
Gemini · Named
“best agency for getting cited in LLMs”
ChatGPT · Named
“agency that gets you cited in AI models”
ChatGPT · Named
“best agency for getting cited in LLMs”
AI answers vary by platform and moment, so these show the method working on those days, not a promise of identical answers.
See all resultsWhat's included
AI brand monitoring that points to the next action.
Tracking starts with a plan and a baseline, then runs on a recurring basis against the prompts you agree. The point is the next action, not the dashboard: the data tells you where to act next. To begin, start with the free AI audit, which ends in a clear roadmap. You keep the data even if you do not continue.
- A prompt tracking plan for your category
- An AI visibility baseline before any work
- AI mention tracking and AI citation tracking across the main assistants
- Share of voice against your competitors
- Average position when you are mentioned
- Cited-URL and source analysis for AI search monitoring
- Sentiment and competitor review across tracked answers
- Optimization recommendations from the data
How it works
The Citation Stack, measured end to end.
- 01
Prompt research
We plan the prompt set with you: the questions that matter, by buyer stage and platform.
- 02
Technical optimization
We check that the pages you want cited can be reached and read, so tracking measures content, not access problems.
- 03
Content
Tracking data turns into content fixes: FAQs, comparison pages and clearer answers where you are missing.
- 04
Reddit authoritySource analysis shows which communities and third-party pages shape the answers.
- 05
Visibility tracking
Recurring LLM brand monitoring across the agreed prompts, against your baseline, with clear reporting.
The point of tracking is the next action, not the dashboard.
Who this is for
Built for teams that need to measure and defend AI visibility.
LLMReach tracks mentions, citations, share of voice, cited URLs, sentiment, position and competitor visibility across AI answers. Your own measured data is the evidence. LLMReach states no result figures here, and its optimization recommendations come from that data. The Citation Stack is measured end to end, and you keep the data even if you stop.
Not for you
If any of these are you.
- You only want a one-off screenshot
- No one can act on the findings
- You need traffic attribution only
- Your buyers do not use AI to research
For you
If this is you.
- Leadership asks about AI visibility
- You compete for the same prompts as rivals
- You want decisions guided by data
- You're ready to commit to a 90-day window
FAQ
Questions about AI visibility tracking.
What is AI mention tracking?
AI mention tracking is the process of monitoring when AI systems reference your brand in generated answers. It helps show where your brand appears, where it is missing, which competitors are mentioned, and how visibility changes over time.
What is the difference between a mention and a citation?
A mention is a text reference to your brand in an AI response. A citation is a link to a website or page used as a source. Your brand can be mentioned without your site being cited, so both metrics should be tracked separately.
What is AI share of voice?
AI share of voice compares your brand's presence against competitors across tracked AI responses. It helps show whether your brand is gaining or losing attention relative to other options in the category.
Can AI citation tracking show which pages are cited?
Yes. Citation tracking can show which URLs are cited in AI responses, whether those citations point to your own pages, competitor pages, third-party articles, directories, reviews, forums, or other sources.
How is AI visibility tracking different from SEO rank tracking?
SEO rank tracking measures where pages appear in traditional search results. AI mention tracking measures whether brands, URLs, and sources appear inside generated answers. The unit of measurement is different, so the tracking workflow is different too.
What do you do with the tracking data?
Tracking data is used to prioritize GEO and AEO work. That can include content improvements, FAQ updates, schema adjustments, citation-source outreach, entity signal cleanup, comparison page updates, and conversion-path recommendations.
How does tracking fit into the Citation Stack?
Visibility tracking is step 5 of the Citation Stack, after prompt research, technical optimization, content and Reddit authority. It records citations across the agreed prompt set in a shared dashboard, with weekly updates and a review every two weeks.
How can I verify a tracked citation?
Each citation is captured with the exact prompt, platform and screenshot, so you can reproduce any test yourself. A baseline is taken before work begins, which gives every later change something to be measured against.
Free AI Audit
See where you stand in AI answers.
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