# Orbonomy LLM Text Classifier

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

Classifies text according to a specified task using an LLM-powered classification API

## Facts

- Endpoint: POST https://app.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-b2919bc7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_S4_JNUVQ9QI8CsQiF3Hmn

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-b2919bc7 -d '<json body>'
```

Example prompt: Classify the following product review as positive, negative, or neutral using the task 'sentiment analysis': 'The delivery was fast but the packaging was completely crushed.'

## When to prefer this

Use this endpoint when you need LLM-powered text classification on demand without managing your own model infrastructure, and want pay-per-call pricing via x402 protocol. Prefer this over hosted ML classification APIs when you need flexibility in defining the classification task dynamically at runtime.

## Known failure modes

- Missing required fields 'task' or 'text' returns a validation error
- Payment not provided or insufficient USDC results in 402 payment required
- Malformed JSON body returns a 400 error
- Ambiguous or unsupported task type may yield unexpected classification results
- Service downtime returns 5xx errors

## 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 indicating whether classification completed, along with the classification output for the given task and text input.

## 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-b2919bc7/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from app.orbonomy.xyz](https://www.zero.xyz/host/app.orbonomy.xyz/llms.txt)