# Orbonomy LLM Text Classification

> Orbonomy LLM Text Classification is a paid API for AI agents from orbonomy.xyz, paid per call via x402, $0.05/call, status unknown (last checked 2026-09-15).

Classifies text into categories using a specified task/prompt via a pay-per-call AI endpoint

## Facts

- Endpoint: POST https://orbonomy.xyz/api/llm/classify
- Price: $0.05/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/orbonomy-llm-text-classification-635f6b55
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_0nkilE_TglRbTcaqv4kyP

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-classification-635f6b55 -d '<json body>'
```

Example prompt: Classify this customer review using the task 'sentiment analysis — positive, negative, or neutral': 'The room was spotless but the check-in staff were unhelpful and slow.'

## When to prefer this

Use this endpoint when you need a lightweight, pay-per-call text classification API with no subscription, billed at $0.05 USDC per call via x402 protocol, especially useful for sporadic or low-volume classification tasks across various domains.

## Known failure modes

- Missing required 'task' or 'text' fields returns an error
- Payment not included or insufficient USDC results in 402 response
- Vague or ambiguous task description may yield low-quality classification
- Text too long for the model context window may be truncated or rejected
- Service unavailability returns 5xx error

## 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 boolean 'success' field and the classification result for the submitted text given 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-classification-635f6b55/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from orbonomy.xyz](https://www.zero.xyz/host/orbonomy.xyz/llms.txt)