LLM monitoring –
all AI models, one view.
Your brand shows up in ChatGPT but not in Gemini? LLM Monitoring from GeoStars monitors all relevant language models at the same time – AI Search Monitoring across 5 platforms, three of them daily and automatic.
Choose your AI models.
One brand, many models –
different answers.
There is no such thing as the one AI. Your customers ask ChatGPT, Gemini, Perplexity, and Microsoft Copilot – and every model pulls its recommendations from different sources. The result: your brand can be right at the top in one model and completely missing in the next.
LLM Monitoring solves this problem by watching all models at the same time. Instead of five tools and five logins you have one dashboard that shows you per platform where you're strong – and where gaps are opening up that the competition fills.
GeoStars is that dashboard: AI Search Monitoring across five platforms, three of them measured daily, with curated prompts and concrete recommendations on which model to tackle next.
Monitored in one dashboard
- ChatGPT – daily, incl. ChatGPT Search
- Google Gemini – daily
- Google AI Overviews – daily
- Perplexity – at the set cadence, the AI most willing to cite
- Microsoft Copilot – at the set cadence
Go deeper on a single platform: ChatGPT Monitoring →
What professional
LLM Monitoring is all about.
Multi-model dashboard
All five platforms side by side – visibility, position, and sentiment per model at a glance, instead of five tools in parallel.
History per platform
Daily data points per model show where you're winning and where you're losing – and whether an action works in a specific model.
Competition per model
Share of Voice and Citation Gap not just overall, but per LLM: where does the competition dominate, where is there room to grow?
Sentiment classification
Every mention is automatically classified as positive, neutral, or critical – comparable across models.
Smart Alerts
Email notification as soon as your visibility in a model changes sharply or a competitor overtakes you.
Reports & White Label
Cross-platform reports for your team or clients – in your own branding if you want. Ideal for agencies with multiple clients.
AI Search Monitoring vs.
classic web monitoring.
| Classic web/social monitoring | LLM monitoring (GeoStars) | |
|---|---|---|
| Monitors | Websites, news, social media | Answers from AI models |
| Data source | Public, indexed content | Ephemeral, individually generated AI answers |
| Unit | Keywords & mentions on the web | Prompts & recommendations per model |
| Coverage | One source per tool | 5 models in one dashboard |
| Frequency | Continuous, but publicly visible | Daily, controlled AI queries |
Related: AI Rank Tracker · Perplexity Monitoring · Measure AI visibility
Who puts LLM monitoring
ChatGPT monitoring.
Brands & companies
Make sure your brand is present across all AI models – not just the one you happen to use yourself.
Agencies
One multi-model report per client, white-label and billed by credits – LLM monitoring as a scalable service package.
SEO & content
See which model cites which sources – and place content exactly where the citation gap is biggest.
Management
Bring a cross-platform AI visibility KPI into your reporting – instead of gut feeling about “AI”.
Setup in a few minutes · curated prompt library
LLM monitoring – frequently asked questions
Set your course
today.
Start free – in a few minutes you will know where your brand stands across the AI universe.