ServiceBuddy Auto Repair Savings & Quote Auditor

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'zip': {'type': 'string', 'pattern': '^\\d{5}$', 'description': '5-digit US ZIP code where the repair is quoted. Used for localized labor rates and regional price parity.'}, 'text': {'type': 'string', 'description': 'Pasted plain text of the repair estimate, invoice, or list of line items with prices.'}, 'vehicle': {'type': 'object', 'properties': {'vin': {'type': 'string', 'description': '17-character VIN if known'}, 'make': {'type': 'string', 'description': 'Vehicle make, e.g. "Toyota"'}, 'year': {'type': 'string', 'description': 'Vehicle year, e.g. "2019"'}, 'model': {'type': 'string', 'description': 'Vehicle model, e.g. "RAV4"'}, 'mileage': {'type': 'string', 'description': 'Vehicle mileage, e.g. "65000"'}}, 'description': 'Vehicle details if known. Overrides or supplements details extracted from the document.'}, 'image_url': {'type': 'string', 'description': 'URL or base64 data URI of the mechanic quote, invoice, or estimate image/PDF.'}}}

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['summary', 'document_type', 'is_international', 'total_quoted', 'potential_savings', 'coupon_savings', 'best_coupon', 'items', 'clunker_alert'], 'properties': {'shop': {'type': 'object', 'properties': {'city': {'type': 'string'}, 'name': {'type': 'string'}, 'phone': {'type': 'string'}, 'state': {'type': 'string'}}, 'additionalProperties': False}, 'items': {'type': 'array', 'items': {'type': 'object', 'required': ['task', 'quoted_price', 'fair_range', 'verdict', 'advice', 'is_diy_friendly'], 'properties': {'task': {'type': 'string'}, 'advice': {'type': 'string'}, 'verdict': {'enum': ['fair', 'high', 'questionable'], 'type': 'string'}, 'fair_range': {'type': 'object', 'required': ['low', 'high'], 'properties': {'low': {'type': 'number'}, 'high': {'type': 'number'}}, 'additionalProperties': False}, 'quoted_price': {'type': 'number'}, 'is_diy_friendly': {'type': 'boolean'}}, 'additionalProperties': False}, 'description': 'Line-by-line audit of each repair task on the bill.'}, 'summary': {'type': 'string', 'description': 'Human-readable breakdown of the audit, line item verdicts, and actionable deal savings.'}, 'vehicle': {'type': 'object', 'properties': {'vin': {'type': 'string'}, 'make': {'type': 'string'}, 'year': {'type': 'string'}, 'model': {'type': 'string'}, 'mileage': {'type': 'string'}}, 'additionalProperties': False}, 'best_coupon': {'anyOf': [{'type': 'object', 'required': ['merchant', 'title', 'amount', 'url'], 'properties': {'url': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'title': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'amount': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'merchant': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'same_shop': {'type': 'boolean'}}, 'additionalProperties': False}, {'type': 'null'}], 'description': 'Highest-value coupon or discount found for this repair job.'}, 'total_quoted': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'description': 'Total price quoted on the document in USD.'}, 'clunker_alert': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'description': 'Warning if the repair quote exceeds 50% of the vehicle value.'}, 'document_type': {'enum': ['estimate', 'receipt', 'unknown'], 'type': 'string', 'description': 'Type of document analyzed.'}, 'coupon_savings': {'type': 'number', 'description': 'Dollar savings specifically from active coupons or promotions.'}, 'market_position': {'type': 'string', 'description': 'How the total quote compares to fair market benchmarks.'}, 'is_international': {'type': 'boolean', 'description': 'True if the quote was detected as non-US or non-USD.'}, 'potential_savings': {'type': 'number', 'description': 'Actionable savings in USD available through verified coupons or rebates.'}}, 'additionalProperties': False}

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'zip': {'type': 'string', 'pattern': '^\\d{5}$', 'description': '5-digit US ZIP, e.g. "11205". Give zip or city for local pricing; omit both for national averages.'}, 'city': {'type': 'string', 'description': 'Metro slug, e.g. "new-york-city", "los-angeles", "houston". Overrides zip.'}, 'shop_name': {'type': 'string', 'description': 'Shop or chain the user mentioned, e.g. "Jiffy Lube", to prioritise that brand\'s deals.'}, 'quoted_price': {'type': 'number', 'description': 'A quote the user already has, in USD, e.g. 119. Enables "is this quote fair?" comparison.', 'exclusiveMinimum': 0}, 'service_variant': {'enum': ['full_synthetic', 'blend', 'conventional', 'high_mileage'], 'type': 'string', 'description': 'Oil type (oil_change only). Omit to evaluate each offer on its own stated oil type.'}, 'service_category': {'enum': ['oil_change', 'brake_pads', 'brake_fluid_flush', 'battery_replacement', 'coolant_flush', 'diagnostic', 'tire_rotation', 'tires_set'], 'type': 'string', 'default': 'oil_change', 'description': 'Service to price.'}}}

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['summary', 'cached', 'benchmark', 'offers_count', 'best_match'], 'properties': {'cached': {'type': 'boolean', 'description': 'True if served from the 12-hour deal cache.'}, 'summary': {'type': 'string', 'description': 'Plain-English summary of the local price and best deal.'}, 'benchmark': {'type': 'object', 'required': ['category', 'variant', 'local_midpoint', 'local_low', 'local_high', 'rpp_multiplier'], 'properties': {'variant': {'type': 'string'}, 'category': {'type': 'string'}, 'local_low': {'type': 'number'}, 'local_high': {'type': 'number'}, 'local_midpoint': {'type': 'number', 'description': 'Typical local price in USD, RPP-adjusted.'}, 'rpp_multiplier': {'type': 'number', 'description': 'Regional Price Parity multiplier applied to national baseline.'}}, 'additionalProperties': False}, 'best_match': {'anyOf': [{'type': 'object', 'required': ['merchant', 'title', 'url', 'effective_price', 'estimated_savings'], 'properties': {'url': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'title': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'merchant': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'effective_price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'description': 'Net out-of-pocket after discounts and rebates, USD.'}, 'estimated_savings': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'description': 'Estimated savings vs. the local benchmark, USD.'}}, 'additionalProperties': False}, {'type': 'null'}], 'description': 'Highest-savings offer, or null if none found.'}, 'offers_count': {'type': 'number'}}, 'additionalProperties': False}