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.
| Country | Japan |
|---|---|
| Type | Online-dealer |
| Vehicle types | used, export, moto, commercial |
| Monthly visits | ~2.7M / mo (Jul 2025, Semrush) |
| Active listings | 200K+ vehicles in stock |
| API access | Partial / limited API |
| Parse priority | ★★★★☆ |
| Official site | www.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:
idstringsource_codestringbrand_namestringbrand_slugstringmodel_namestringmodel_slugstringtrimstringyearintegerprice_usdintegermileageintegerfuel_typeFuelTypeEnumtransmissionTransmissionEnumbody_typeBodyTypeEnumcolorColorEnumseller_typeSellerTypeEnumregionstringsource_locationobjecthas_accidentbooleanis_new_vehiclebooleanis_verifiedbooleanstatusVehicleStatusEnumis_availablebooleanfirst_seen_atstringlast_seen_atstringthumbVehiclePhotophotosarrayphotos_countintegerhas_valuationbooleanhas_llm_analysisbooleananalysisobject
Detail — GET /apix/api/vehicles/{id}/ — adds 23 more:
generationstringprice_originalstringprice_original_currencystringoriginal_msrpstringengine_ccintegerseat_countintegerdrive_typeDriveTypeEnumhas_simple_repairbooleanhas_recallbooleanrecall_fulfilledbooleanwarranty_typestringinspection_passedbooleanowner_countintegeris_undervaluedbooleanvaluation_scorenumberfeaturesarraydescriptionstringlisting_urlstringlisting_idstringvinstringvehicle_nostringavailability_checked_atstringstatus_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
Python
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.