# Orbonomy LLM Text Classifier

> Orbonomy LLM Text Classifier is a paid API for AI agents from backup-v2api.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 a large language model, returning a success indicator

## Facts

- Endpoint: POST https://backup-v2api.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-74b28adc
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_6ahazapxJ5FItiZAlV98_

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-74b28adc -d '<json body>'
```

Example prompt: Classify this customer review using the task 'sentiment analysis — output one of: positive, negative, neutral': "The room was clean and staff were friendly, but checkout took forever."

## When to prefer this

Choose this endpoint when you need a flexible, pay-per-call LLM-based text classification without setting up your own model infrastructure. Ideal for one-off or low-volume classification tasks where the task definition can be expressed as a natural language prompt alongside the text.

## Known failure modes

- Missing required 'task' or 'text' field returns a 400-level error
- Vague or ambiguous task description may yield unpredictable classification output
- Payment failure via x402 protocol returns 402 Payment Required
- Server-side LLM timeout may result in 5xx error
- Text exceeding model context limits may fail silently or be truncated

## 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 'success' boolean indicating whether the classification was processed; may include the classification output depending on the task specified.

## 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-74b28adc/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from backup-v2api.orbonomy.xyz](https://www.zero.xyz/host/backup-v2api.orbonomy.xyz/llms.txt)