Measurement over hype
GEO is a measurement problem before it is a content problem. We instrument first, then optimize. Every recommendation we ship is backed by the data we collect ourselves.
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About
We help brands show up where customers actually ask questions.
LLMMonitor is an AI brand-visibility platform built by SEO engineers. We measure how ChatGPT, Claude, Gemini, and Perplexity describe your brand — and give you the playbook to improve it.
- 3,562+
- AI scan prompts analysed in our Speedo study
- 24
- Published GEO playbooks
- 4
- LLMs tracked: ChatGPT, Claude, Gemini, Perplexity
- 1
- Focused goal: make brands visible in AI answers
Founder
Built by an SEO engineer who watched Google get replaced by AI.
Ivan Miragaya Mendez
Technical SEO Specialist & Search Automation Builder
Ivan is a Technical SEO Specialist and digital product builder specializing in search automation and agentic AI systems. He focuses on developing scalable systems that improve how websites grow through search.
With experience at market-leading firms such as MVF and Cushman & Wakefield, Ivan has worked on large-scale websites and complex search environments, applying a data-driven and experimentation-led approach to SEO and digital product development.
Alongside his SEO work, Ivan builds automation workflows and tools using technologies such as Python and n8n, helping teams streamline processes and operate more efficiently. He is particularly interested in the evolving role of AI in search and the systems powering the next generation of Generative Engine Optimization (GEO).
How we work
Engineering principles we don't compromise on.
Open methodology
Our prompts, scoring rubrics, and tracking cadence are documented publicly. Customers can audit how a mention is classified, what session setup produced it, and how sentiment was derived.
Engineer-grade reliability
Proxies, clean sessions, realistic browser behaviour, and reproducible scoring. No black boxes. We treat AI monitoring like observability — with the same standards of uptime and traceability.
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