# Orbonomy LLM Extract

> Orbonomy LLM Extract is a paid API for AI agents from api.orbonomy.xyz, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-14).

Extracts structured fields from unstructured text using LLM-powered parsing, returning user-specified fields in a chosen format

## Facts

- Endpoint: POST https://api.orbonomy.xyz/api/llm/extract
- Price: $0.1/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-extract-c0eff248
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_IrrgHAaLk14INEnQRiRwK

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-c0eff248 -d '<json body>'
```

Example prompt: Extract the fields 'company_name', 'founding_year', and 'headquarters_city' from this text in JSON format: 'Acme Corp was founded in 1998 and is headquartered in Austin, Texas, where it has grown into a leading widget manufacturer.'

## When to prefer this

Use this endpoint when you need to extract specific named fields from arbitrary unstructured text in a pay-per-call model without managing your own LLM infrastructure; ideal for one-off extraction tasks across varied document types

## Known failure modes

- Missing required fields (text, fields, or format) returns a 400 error
- Text too long may exceed LLM context limits
- Ambiguous or poorly specified fields may result in incomplete or null extractions
- Payment failure via x402 protocol returns 402 Payment Required
- Unsupported format value may cause parsing 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 success boolean and the extracted field values mapped from the input text according to the requested fields and format specification

## 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-c0eff248/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)