Surmado Stack
Surmado is an AI orchestration engine for developers and agencies who need intelligence, not dashboards.
We treat AI visibility as an engineering problem. Our pipeline uses Python for the math, ML for semantic matching, and a rotating ensemble of 7+ LLMs for strategic reasoning. No templates. No exact-string matching. Signals only get promoted to user-facing metrics when they cross a minimum stability threshold across repeated runs.
The same stack powers our API. Client-ready PDFs, structured JSON, and async webhooks in under 15 minutes. Scales to zero when idle. Costs stay transactional.
Reports start at $50. API included with every plan.
