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Boring API – Product Schema Normalize
x402
Boring API – Product Schema Normalize is a paid API for AI agents from api.relaex-engineers.de, paid per call via x402, $0.02/call, status unknown (last checked 2026-10-10).
Normalizes a product data file (Shopify CSV, Google Merchant feed, WooCommerce CSV, or JSON schema) into a canonical structured format with confidence scoring
Price / call$0.02
Success—
StatusUnknown
How this service works
Deterministic analysis APIs and MCP tools: supplier price list comparison, PDF table extraction, product feed validation, product data mapping.
Output
A JSON object containing a 'result' field with the normalized product data, a 'status' field indicating success or failure, and a 'confidence' object with a level (e.g. 'high') indicating how reliably the normalization was performed.
Example use cases
Shopify product feed normalization
“I have a Shopify products CSV at https://mystore.com/exports/products_may.csv — can you normalize it using the shopify_products_csv target so I get a clean, standardized product dataset back?”
Google Merchant feed conversion
“I've got a Google Merchant feed hosted at https://feeds.mybrand.com/google_merchant.xml — please normalize it using the google_merchant target format so I can load it into our internal catalog system.”
WooCommerce to standard schema migration
“I'm migrating from WooCommerce and have a product export CSV at https://cdn.myshop.io/woo_products.csv — normalize it using the woocommerce_products_csv target so I can map it to our new platform.”
Technical details
Endpoint
POSThttps://api.relaex-engineers.de/v1/schema/normalize?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need deterministic, rule-based normalization of e-commerce product data across known formats (Shopify, Google Merchant, WooCommerce, JSON schema). Ideal for catalog migration pipelines, feed unification, and cross-platform product data standardization where reproducibility and confidence scoring matter more than AI-generated mappings.
Side effects
- File URL is not publicly accessible — returns an error or failed status
- Unsupported or mismatched target schema for the input file format — low confidence or error result
- Malformed file content that cannot be parsed — returns failed status
- Invalid options JSON string — options are ignored or cause a validation error
- Network timeout fetching the remote file URL
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| target | string | shopify_products_csv, google_merchant, woocommerce_products_csv or json_schema |
| options | string | Optional options as a JSON string; schema under /v1/schemas/ |
| file_url | string | Public URL of the input file |
Output
Schema · Response
{
"type": "json",
"example": {
"result": {},
"status": "success",
"confidence": {
"level": "high"
}
}
}Tags
x402
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