# Orbonomy LLM Extract

> Orbonomy LLM Extract is a paid API for AI agents from www.orbonomy.xyz, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-13).

Extracts structured fields from unstructured text using LLM-based parsing, returning results in a specified format

## Facts

- Endpoint: POST https://www.orbonomy.xyz/api/llm/extract
- Price: $0.1/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/orbonomy-llm-extract-635d2655
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_a-n3y-KGmAcxsI8Aw-FIU

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-extract-635d2655 -d '<json body>'
```

Example prompt: Extract the fields 'company_name', 'invoice_date', and 'total_amount' from this text and return them as JSON: 'Invoice from Acme Corp dated March 15 2024 for a total of $4,250.00 including tax.'

## When to prefer this

Choose this endpoint when you need to extract specific named fields from unstructured or semi-structured text using LLM intelligence, especially when the text doesn't conform to a predictable pattern and regex or rule-based parsing would be fragile. It is well-suited for invoices, articles, emails, or any free-form content where you need structured output without building your own NLP pipeline.

## Known failure modes

- Missing required fields (text, fields, format) returns a 400 error
- Ambiguous or sparse text may result in null or empty extracted fields
- Unsupported format value may cause a parsing or validation error
- Payment failure via x402 protocol results in a 402 Payment Required response
- LLM timeout or overload may return a 503 or empty success:false response

## 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 and the extracted field values corresponding to the requested field names, structured in the specified output format

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "text",
  "fields",
  "format"
 ],
 "properties": {
  "text": {
   "type": "string"
  },
  "fields": {
   "type": "array"
  },
  "format": {
   "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-extract-635d2655/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from www.orbonomy.xyz](https://www.zero.xyz/host/www.orbonomy.xyz/llms.txt)