# Orbonomy LLM Text Classifier

> Orbonomy LLM Text Classifier is a paid API for AI agents from www.orbonomy.xyz, paid per call via x402, $0.05/call, status unknown (last checked 2026-09-14).

Classifies or categorizes a given text string according to a specified task using an LLM backend

## Facts

- Endpoint: POST https://www.orbonomy.xyz/api/llm/classify
- Price: $0.05/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/orbonomy-llm-text-classifier-432bcb8c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_WBRvFxdpCdsicz47gRXEa

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability orbonomy-llm-text-classifier-432bcb8c -d '<json body>'
```

Example prompt: Classify this customer message as 'complaint', 'question', or 'compliment' using Orbonomy's LLM classifier: "Your delivery arrived two days late and the package was damaged."

## When to prefer this

Use this endpoint when you need a quick, pay-per-call LLM-backed text classification without managing your own model infrastructure. Ideal for ad hoc labeling, content moderation checks, or intent detection tasks where you provide the classification schema via the task parameter.

## Known failure modes

- Missing required field 'task' or 'text' returns a 400 error
- Payment not provided or insufficient returns a 402 Payment Required
- Invalid or malformed JSON body returns a 400 error
- LLM backend timeout may return a 500 or timeout error
- Ambiguous task description may yield an unexpected or low-confidence classification

## How this service works

50+ pay-per-call API endpoints across accommodation, AI, content, fact-checking, and data services. Powered by x402 protocol.

## Output

Returns a JSON object with a success boolean and the classification result for the submitted text according to the specified task.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "task",
  "text"
 ],
 "properties": {
  "task": {
   "type": "string"
  },
  "text": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "success": {
   "type": "boolean"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/orbonomy-llm-text-classifier-432bcb8c/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from www.orbonomy.xyz](https://www.zero.xyz/host/www.orbonomy.xyz/llms.txt)