# NetIntel Money Parse

> NetIntel Money Parse is a paid API for AI agents from netintel.dev, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-15).

Parses a raw money/currency string into a structured numeric amount, currency code, and metadata including confidence score and parsing method.

## Facts

- Endpoint: POST https://netintel.dev/money/parse
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/netintel-money-parse-35f84438
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_B8w8ZTQJbPc0C1QA0hBIg

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 netintel-money-parse-35f84438 -d '<json body>'
```

Example prompt: Can you parse the string '$1,234.56' and tell me the exact numeric amount, the ISO currency code, and how confident you are in the result?

## When to prefer this

Use this endpoint when you need to reliably parse a raw, human-formatted money string (with symbols, commas, periods, or ambiguous currency) into a structured machine-readable amount and currency code — especially when you need a quality grade, confidence score, and explicit warnings about ambiguity. Prefer this over regex or generic NLP when parsing international or locale-ambiguous number formats.

## Known failure modes

- Completely unparseable string returns parsed:false with a reason field explaining why
- Ambiguous currency symbol (e.g. '$' maps to USD, CAD, AUD) flagged in findings with currency_ambiguous rule but still attempts best-effort resolution
- Malformed or missing request body returns HTTP 4xx error
- Insufficient USDC balance or missing x402 payment header causes payment failure before processing

## How this service works

Normalize any messy money string into a typed decimal amount plus ISO 4217 currency — handles symbols, locale separators ($1,234.56 vs €1.234,56), magnitude suffixes (1.2M), accounting notation, and natural-language amounts — so agents can clean money values before converting or storing them, with no external data and a deterministic fast path.

## Output

Returns a structured JSON object with the raw input, parsed numeric amount, resolved currency code, a letter grade (e.g. 'A') and numeric score (0-100) for parse quality, the method used (deterministic or LLM), confidence score, sign convention, separator assumption (US vs EU), and an array of findings/warnings such as currency ambiguity notices.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method",
    "bodyType",
    "body"
   ],
   "properties": {
    "body": {
     "type": "object",
     "required": [
      "text"
     ],
     "properties": {
      "text": {
       "type": "string",
       "description": "The money string to parse (e.g. \"$1,234.56\", \"€1.234,56\", \"USD 1.2M\"). Max 1000 characters."
      },
      "allow_llm": {
       "type": "boolean",
       "description": "Default true. When false, skip the natural-language LLM fallback (deterministic-only)."
      },
      "locale_hint": {
       "type": "string",
       "description": "Optional BCP-47/ISO locale (e.g. \"de-DE\", \"en-US\") to disambiguate decimal vs grouping separators."
      },
      "default_currency": {
       "type": "string",
       "description": "Optional ISO 4217 code to assume when no currency marker is present. Honored for ~50 common codes; unrecognized codes are ignored (currency stays null — never guessed)."
      }
     }
    },
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "POST"
     ],
     "type": "string"
    },
    "bodyType": {
     "enum": [
      "json",
      "form-data",
      "text"
     ],
     "type": "string"
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "example": {
     "type": "object",
     "properties": {
      "data": {
       "type": "object"
      },
      "meta": {
       "type": "object"
      },
      "grade": {
       "type": "string"
      },
      "score": {
       "type": "number"
      },
      "findings": {
       "type": "array"
      }
     }
    }
   }
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "data": {
   "raw": "$1,234.56",
   "amount": 1234.56,
   "parsed": true,
   "reason": null,
   "currency": "USD"
  },
  "meta": {
   "method": "deterministic",
   "used_llm": false,
   "confidence": 0.5,
   "sign_convention": "none",
   "magnitude_applied": null,
   "separator_assumed": "us",
   "currency_ambiguous": true
  },
  "grade": "A",
  "score": 90,
  "findings": [
   {
    "rule": "currency_ambiguous",
    "detail": "Currency symbol/word maps to multiple ISO 4217 codes; resolution is best-effort"
   }
  ]
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/netintel-money-parse-35f84438/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from netintel.dev](https://www.zero.xyz/host/netintel.dev/llms.txt)