# Orbonomy LLM Extract

> Orbonomy LLM Extract is a paid API for AI agents from orbonomy.xyz, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-15).

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

## Facts

- Endpoint: POST https://orbonomy.xyz/api/llm/extract
- Price: $0.1/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/orbonomy-llm-extract-2b5e2b0a
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_hLuarru1KcGamIqoEJP28

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-2b5e2b0a -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 1987 and is headquartered in Austin, Texas.'

## When to prefer this

Use this endpoint when you need to extract specific named fields from unstructured or semi-structured text and want an LLM-powered approach rather than regex or rules-based parsing. Ideal for documents, articles, or free-form text where field locations vary.

## Known failure modes

- Missing required fields (text, fields, or format) returns a 400 error
- Text too long or exceeds token limits may cause a 413 or truncation error
- Ambiguous or non-existent fields in the text may return null or empty values
- Invalid format specification may cause a parsing error
- Payment not processed via x402 results in a 402 Payment Required response
- LLM extraction may hallucinate values if text is ambiguous

## 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 corresponding to the requested fields, 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-2b5e2b0a/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from orbonomy.xyz](https://www.zero.xyz/host/orbonomy.xyz/llms.txt)