{"uid":"cap_LNZQPc9Nf4-dH4nusj05D","slug":"boring-api-product-schema-normalize-46718b4c","name":"Boring API – Product Schema Normalize","description":"Deterministic analysis APIs and MCP tools: supplier\nprice list comparison, PDF table extraction, product feed validation, product data mapping.","url":"https://api.relaex-engineers.de/v1/schema/normalize?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"target":{"type":"string","description":"shopify_products_csv, google_merchant, woocommerce_products_csv or json_schema"},"options":{"type":"string","description":"Optional options as a JSON string; schema under /v1/schemas/"},"file_url":{"type":"string","description":"Public URL of the input file"}}},"responseSchema":{"type":"json","example":{"result":{},"status":"success","confidence":{"level":"high"}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_RZnQy3w7gKyJrEPBDpjyq","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Normalizes a product data file (Shopify CSV, Google Merchant feed, WooCommerce CSV, or JSON schema) into a canonical structured format with confidence scoring","exampleAgentPrompt":"I just exported my products from Shopify as a CSV — can you normalize it against the shopify_products_csv schema? Here's the public file URL: https://mystore.com/exports/products.csv","exampleUseCases":[{"title":"Shopify product feed normalization","prompt":"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?"},{"title":"Google Merchant feed conversion","prompt":"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."},{"title":"WooCommerce to standard schema migration","prompt":"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."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-10T12:34:42.144Z","isFirstParty":false,"canonicalSlug":"boring-api-product-schema-normalize-46718b4c"}