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From messy question to structured, scored prompt — before it ever reaches an AI model.
Each example walks through the complete RioAsk pipeline for a real question. Click a domain tab to switch examples. Every step is deterministic — no AI involved in classification.
Most people ask AI vague, incomplete questions and get generic answers. RioAsk catches what's missing before you hit send. The result: structured, domain-aware prompts with safety guardrails, quality scores, and follow-up questions that dramatically improve answer quality.
Every prompt is reproducible, auditable, and consistent — the same input always produces the same structured output. No randomness. No hallucination risk from the preparation layer.
Try it yourself. Start with the free tier — 10 questions per day, no credit card required.
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