# Orbonomy LLM Text Classifier

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

Classifies or analyzes a given text according to a specified task using an LLM-powered endpoint

## Facts

- Endpoint: POST https://main.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-e1f5bd24
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_yrikCi4py3OQ9O-vuQm-Z

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-e1f5bd24 -d '<json body>'
```

Example prompt: Classify this product review using the task 'sentiment analysis' — the text is: 'The checkout experience was seamless but the packaging was damaged when it arrived.'

## When to prefer this

Choose this endpoint when you need a pay-per-call, LLM-powered text classification with a flexible task description — ideal for one-off classification needs without committing to a dedicated NLP service subscription, especially when paying via x402/USDC micropayments.

## Known failure modes

- Missing required fields 'task' or 'text' returns a validation error
- Payment not fulfilled via x402 protocol results in 402 Payment Required
- Unsupported or ambiguous task description may return a low-confidence or generic result
- 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 success boolean and the classification result for the provided text under 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-e1f5bd24/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from main.orbonomy.xyz](https://www.zero.xyz/host/main.orbonomy.xyz/llms.txt)