# Orbonomy LLM Text Classifier

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

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

## Facts

- Endpoint: POST https://api.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-752b40e1
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_m-T7c8LEe_nIVChmwYm7q

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-752b40e1 -d '<json body>'
```

Example prompt: Classify this customer support message by issue type — the task is 'support ticket categorization' and the text is: 'My order arrived damaged and I need a replacement sent as soon as possible.'

## When to prefer this

Choose this endpoint when you need pay-per-call LLM-powered text classification without managing your own model infrastructure, especially when the classification task is dynamic or defined at runtime via the 'task' field rather than a fixed label set.

## Known failure modes

- Missing required fields 'task' or 'text' returns a validation error
- Payment not provided or insufficient results in 402 Payment Required
- Malformed JSON body returns a 400 error
- Task description too vague may result in low-quality classification output
- LLM backend timeout may cause a 500 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

A JSON object with a boolean success field indicating whether the classification completed, along with the classification result for the provided text under the given 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-752b40e1/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.orbonomy.xyz](https://www.zero.xyz/host/api.orbonomy.xyz/llms.txt)