Prompt-level visibility
See whether your brand appears for each tracked buyer question instead of relying on a single blended score.
LLM Visibility Tracking
Track your brand across the LLM answers buyers actually read.
MonitorMyGEO runs a consistent prompt set across ChatGPT, Claude, Gemini and Perplexity so you can compare brand visibility, competing brands and source evidence over time.
Direct answer
What is an LLM visibility tracker?
An LLM visibility tracker repeatedly checks how a brand appears in answers produced by large language model products. Instead of treating one manual prompt as proof, it stores comparable prompt-level results so teams can see whether their brand was mentioned, which competitors appeared and which sources were cited when citation evidence is available.
What you can inspect
Measure the parts of LLM visibility that can be audited.
Cross-model comparison
Run the same prompt set across ChatGPT, Claude, Gemini and Perplexity and compare the resulting answers.
Competitor presence
See which competing brands appear in the same answer set and where your brand is absent.
Retained evidence
Keep answer and citation evidence so changes can be reviewed later rather than disappearing into screenshots.
Workflow
Build an LLM visibility baseline in three steps.
Choose representative prompts
Track the questions buyers use to discover categories, compare options and evaluate use cases.
Run the same questions
Use a consistent panel across the four supported AI platforms so the comparison is defensible.
Review change over time
Compare later audits with the baseline to spot gains, losses and provider-specific differences.
Use the metric correctly
LLM visibility is not the same as Google ranking.
A page can rank well in traditional search and still be missing from an AI answer, while an AI system may mention a brand without presenting a conventional blue-link ranking. MonitorMyGEO keeps these measurements separate so the dashboard does not pretend they are interchangeable.
LLM Visibility Tracker FAQs
Which LLMs does MonitorMyGEO track?
MonitorMyGEO Visibility supports ChatGPT, Claude, Gemini and Perplexity.
Does an LLM visibility tracker guarantee that AI systems will recommend my brand?
No. Monitoring measures observed answers. It does not guarantee future mentions, recommendations or citations.
Why use the same prompts across models?
Using a consistent prompt set makes cross-model comparisons more meaningful because the question is held constant while the provider changes.
Can I track competitors in LLM answers?
Yes. MonitorMyGEO records competitor presence alongside your brand for the tracked answers.
Can I inspect the underlying evidence?
MonitorMyGEO preserves prompt-level results and citation evidence when supported providers return it.
Start with evidence
Run the same buyer questions across AI platforms.
Use two free audits to establish a baseline, then monitor the prompts that matter to your market.
Compare the market
See how MonitorMyGEO fits against other AI visibility tools.
Best AI visibility tools
Compare MonitorMyGEO, Profound, Peec AI, OtterlyAI, Semrush and Ahrefs by buyer fit, provider coverage, cadence and scale.
Best GEO tools
Compare the same platforms through the wider GEO lens of monitoring, citations, readiness, research and automation.
Learn the topic
Guides behind the measurement.
How to track AI brand visibility
Read the evidence-led guide, then return here when you are ready to measure the same topic across your monitored prompts.
AI visibility audit checklist
Read the evidence-led guide, then return here when you are ready to measure the same topic across your monitored prompts.
Related AI visibility capabilities
Browse resources →AI Visibility Software
See the broader MonitorMyGEO visibility workflow across supported AI platforms.
AI Citation Tracking
Inspect the domains and source evidence attached to supported AI answers.
AI Share of Voice
Compare your presence with competing brands across a defined prompt set.