LLM Visibility Tracker
Measure whether LLM answers recommend your brand
Use prompt-based reports to understand whether AI answers mention your brand, which competitors they recommend, and what messages or proof points shape the category narrative.
Report-first workflow
Start with a free category check
Enter a domain, confirm the category and competitors, then generate a sample report from organic prompts where people do not name the target brand.
Run Free CheckPrompt-based evidence
Start from buyer-intent prompts and inspect whether the brand appears, how it is framed, and which competitors are recommended.
Competitor context
Compare your brand against the same prompt set instead of reading isolated AI answers one by one.
Actionable summary
Turn the snapshot into a short report your team can use for content, positioning, PR, and client reporting.
LLM SEO Tool Workflow
LLM visibility work starts with answer evidence
LLM SEO is not a single ranking trick. A useful LLM visibility checker shows whether AI answers include your brand, which competitors appear, and which proof points need to be clearer before the next report run.
Signals to inspect in an LLM visibility report
- Clear category and use-case language that AI answers can summarize.
- Comparison content that explains when to choose your brand or an alternative.
- Third-party proof such as reviews, directories, roundups, case studies, or trusted publications.
- Prompt-level evidence showing where the brand is missing, mentioned, or listed behind competitors.
LLM Search Ranking
Use LLM search ranking signals without treating them like blue-link ranks
LLM search ranking is not a stable numbered SERP. The useful signal is whether AI answers recommend your brand, place competitors ahead of you, and repeat proof that your site or third-party sources make available.
Map buyer questions
Start from category, problem, and comparison questions that a real buyer would ask before naming a vendor.
Inspect answer order and framing
A brand may be mentioned but still lose if competitors are listed first, described with clearer use cases, or backed by stronger sources.
Turn gaps into proof work
Use the weakest prompt to choose the next category page, comparison asset, review push, case study, or source outreach move.
Where this helps
The report is designed for teams that need a clear AI visibility baseline before making SEO, content, PR, or positioning decisions.
SEO audits
Add AI visibility evidence to a traditional SEO audit when a client asks why their brand is missing from AI answers.
Content planning
Find the prompts and category narratives where your site needs clearer product, comparison, and proof content.
Agency reporting
Create a baseline report before pitching ongoing GEO, content, review, or digital PR work.
What the report includes
TrackAIMentions focuses on on-demand AI visibility reports, not a continuous rank tracker or subscription dashboard.
Organic visibility
A main score based on buyer questions that do not name the target brand.
Selected alternative comparison
A side-by-side view of which selected competitors appear and get listed first.
Prompt-level gaps
The prompts where competitors appear more clearly and where the brand needs stronger proof.
Recommendations
Prioritized next actions for category pages, comparison content, reviews, and third-party proof.
FAQ
What does LLM visibility mean?
LLM visibility describes how often a brand appears in AI-generated answers and how those answers frame the brand relative to competitors.
Is this an LLM rank tracker?
Not in the traditional sense. TrackAIMentions produces on-demand visibility reports from prompt-level answers instead of promising continuous rank positions or daily monitoring.
Why does competitor context matter?
A brand can be mentioned but still lose visibility if competitors are recommended more often, described more clearly, or associated with stronger proof.
How does the free check work?
The free check tests a small organic prompt sample where people describe a need without naming the target brand. The report shows mentions, listed-first behavior, competitors, and prompt evidence.
Does this replace SEO?
No. It adds an AI answer layer to SEO, content, PR, review, and positioning work.