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BE FORWARD Data Parser & API

BE FORWARD is Japan’s largest used-car export marketplace — carrying 200K+ vehicles for global buyers — and Carapis extracts its full listing data, including auction-sheet condition grades, specs, photos and CIF export pricing, through one REST API. Built for the import/export trade, BE FORWARD ships Japanese used cars, motorcycles and trucks to Africa, the Caribbean, SE Asia and Oceania, and its English-language listings carry the structured auction-sheet condition data that makes Japan-export stock uniquely vettable from abroad.

Available now. BE FORWARD is in the live feed — pull it from /apix/api/vehicles/ with your API key.

CountryJapan
TypeOnline-dealer
Vehicle typesused, export, moto, commercial
Monthly visits~2.7M / mo (Jul 2025, Semrush)
Active listings200K+ vehicles in stock
API accessPartial / limited API
Parse priority★★★★☆
Official sitewww.beforward.jp

What is BE FORWARD?

BE FORWARD is a Japanese used-vehicle exporter that runs one of the largest English-language export marketplaces, with more than 200,000 vehicles in stock at a time. It sees roughly 2.7M monthly visits (Jul 2025, Semrush) and serves importers across Africa, the Caribbean, Southeast Asia and Oceania. Each listing pairs Japanese-market spec and grade data with export-ready pricing (FOB/CIF to destination port), making it a core source for the import/export use case.

Market Position

BE FORWARD is one of the highest-volume players in Japan’s used-vehicle export sector, with ~2.7M visits/mo (Jul 2025, Semrush) and 200K+ vehicles listed. It sits in the Japan-export cluster alongside SBT Japan, TCV, Goo-net Exchange and Car From Japan — a group that funnels JDM stock to emerging markets. Because these exporters draw on the same underlying Japanese auction supply (USS and others), their auction-sheet condition data shares a common structure, so one Carapis schema serves several export platforms. A 2025 headwind — a 25% US auto tariff — cut US-bound volume, but African, Caribbean and Oceania demand persists.

What the API returns

Response schema

Indicative — this is the shape, not a guarantee. Every source returns the same structure, so what you build against does not change when you add one. Which fields carry a value depends on the source and on the individual listing: a site that does not publish mileage returns null there, and BE FORWARD is no exception.

List — GET /apix/api/vehicles/ — returns 30 fields per vehicle:

  • idstring
  • source_codestring
  • brand_namestring
  • brand_slugstring
  • model_namestring
  • model_slugstring
  • trimstring
  • yearinteger
  • price_usdinteger
  • mileageinteger
  • fuel_typeFuelTypeEnum
  • transmissionTransmissionEnum
  • body_typeBodyTypeEnum
  • colorColorEnum
  • seller_typeSellerTypeEnum
  • regionstring
  • source_locationobject
  • has_accidentboolean
  • is_new_vehicleboolean
  • is_verifiedboolean
  • statusVehicleStatusEnum
  • is_availableboolean
  • first_seen_atstring
  • last_seen_atstring
  • thumbVehiclePhoto
  • photosarray
  • photos_countinteger
  • has_valuationboolean
  • has_llm_analysisboolean
  • analysisobject

Detail — GET /apix/api/vehicles/{id}/ — adds 23 more:

  • generationstring
  • price_originalstring
  • price_original_currencystring
  • original_msrpstring
  • engine_ccinteger
  • seat_countinteger
  • drive_typeDriveTypeEnum
  • has_simple_repairboolean
  • has_recallboolean
  • recall_fulfilledboolean
  • warranty_typestring
  • inspection_passedboolean
  • owner_countinteger
  • is_undervaluedboolean
  • valuation_scorenumber
  • featuresarray
  • descriptionstring
  • listing_urlstring
  • listing_idstring
  • vinstring
  • vehicle_nostring
  • availability_checked_atstring
  • status_changed_atstring

Abbreviated example:

{
  "id": "0193f2c1-...",
  "source_code": "encar",
  "brand_name": "BMW",
  "model_name": "320i",
  "trim": "M Sport",
  "year": 2021,
  "price_usd": 28400,
  "price_original": "38900000",
  "price_original_currency": "KRW",
  "mileage": 45000,
  "fuel_type": "gasoline",
  "transmission": "automatic",
  "has_accident": false,
  "listing_url": "https://...",
  "photos": [{ "url": "https://cdn.carapis.com/..." }],
  "first_seen_at": "2026-09-28T11:04:22Z",
  "is_available": true
}

Which sources you can actually query is answered by GET /apix/api/sources/ with your API key — it is the list your account can pull today, and it is the one to trust over any page on this site.

The auction-sheet grade is what makes Japan-export data especially valuable: it is a standardized, independently assigned condition score that lets buyers vet a vehicle remotely before it ships — delivered as structured fields rather than scanned images.

API Quick Start

import requests resp = requests.get( "https://api.carapis.com/v2/listings", params={"source": "be-forward", "limit": 20}, headers={"Authorization": f"Bearer {API_KEY}"}, ) for car in resp.json()["results"]: print(car["make"], car["model"], car["year"], car["price"])

Get an API key at my.carapis.com  and see the full API reference. Pricing is on the pricing page .

Use Cases

  • Import / export — BE FORWARD is built for cross-border trade; auction-sheet grades and CIF pricing let importers price and vet Japanese stock remotely. See import & export.
  • Pricing intelligence — export prices by destination port power landed-cost and margin models for dealers.
  • Market research — track JDM inventory mix, grades and price trends feeding emerging markets. See market research.

Frequently asked questions