Money AI Text Classifier

Choose this endpoint when you need zero-setup text classification with custom labels on the fly — no model training or fine-tuning required. It's ideal for routing, tagging, or categorizing short text passages at low cost ($0.003/call) when you need a label plus a confidence score. Prefer this over building a custom classifier when your label set changes frequently or you only need occasional classification without infrastructure overhead.

• No labels provided in the brief — model cannot classify without a label set
• Text is too ambiguous or short to assign a label with meaningful confidence
• Malformed request body missing required 'skill' or 'brief' fields — likely 400 or 422 response
• Payment not completed — x402 payment required before the request is processed
• Label set contains too many or overlapping categories, reducing classification accuracy