Auto repair quote auditor, labor price benchmarks, and service deals for any US ZIP.
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Audit a mechanic quote, repair estimate, or bill from an image URL or pasted text against US fair market labor rates and parts benchmarks. Identifies potential overcharges, checks state statutory inspection fee caps, flags OBD-II diagnostic inconsistencies, and matches active shop coupons or manufacturer rebates to reduce out-of-pocket costs without adversarial confrontation. US only.
5-digit US ZIP code where the repair is quoted. Used for localized labor rates and regional price parity.
Pasted plain text of the repair estimate, invoice, or list of line items with prices.
Vehicle details if known. Overrides or supplements details extracted from the document.
URL or base64 data URI of the mechanic quote, invoice, or estimate image/PDF.
Audit a mechanic quote, repair estimate, or bill from an image URL or pasted text against US fair market labor rates and parts benchmarks. Identifies potential overcharges, checks state statutory inspection fee caps, flags OBD-II diagnostic inconsistencies, and matches active shop coupons or manufacturer rebates to reduce out-of-pocket costs without adversarial confrontation. US only.
| Argument | Type | Description |
|---|---|---|
| zip | string | 5-digit US ZIP code where the repair is quoted. Used for localized labor rates and regional price parity. |
| text | string | Pasted plain text of the repair estimate, invoice, or list of line items with prices. |
| vehicle | object | Vehicle details if known. Overrides or supplements details extracted from the document. |
| image_url | string | URL or base64 data URI of the mechanic quote, invoice, or estimate image/PDF. |
{
"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."
}
}
}Find the best current auto-service deal near a US ZIP or metro and see what you'd actually pay. Returns the local typical price for the service (oil change, brakes, battery, diagnostic, coolant flush, tire rotation, tires), the best current coupon, discount, or rebate, and the net out-of-pocket "effective price" after discounts and rebates, with caveats. Optionally compares against a shop quote the user already has. Use when someone asks what a repair should cost, whether a quote is fair, or where to find a coupon. US only; 16 major metros are priced locally, other ZIPs use national averages.
| Argument | Type | Description |
|---|---|---|
| zip | string | 5-digit US ZIP, e.g. "11205". Give zip or city for local pricing; omit both for national averages. |
| city | string | Metro slug, e.g. "new-york-city", "los-angeles", "houston". Overrides zip. |
| shop_name | string | Shop or chain the user mentioned, e.g. "Jiffy Lube", to prioritise that brand's deals. |
| quoted_price | number | A quote the user already has, in USD, e.g. 119. Enables "is this quote fair?" comparison. |
| service_variant | string | Oil type (oil_change only). Omit to evaluate each offer on its own stated oil type. |
| service_category | string | Service to price. |
{
"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."
}
}
}