Mahindra First Choice Wheels Data Parser & API
Mahindra First Choice Wheels is India’s largest multibrand certified used-car network — ~20K certified vehicles across 1,100+ touchpoints — and Carapis extracts its certified inventory, including inspection and dealer data, through one REST API. Backed by the Mahindra group, MFCW lists structured dealer-network inventory with certification status, and Carapis serves it without you building a scraper.
| Country | India |
|---|---|
| Type | Dealer-network |
| Owner | Mahindra |
| Vehicle types | used, dealer |
| Monthly visits | ~low single-digit M |
| Active listings | ~20K certified; 1,100+ touchpoints |
| API access | No public API (parse-only) |
| Parse priority | ★★★☆☆ |
| Official site | www.mahindrafirstchoice.com |
What is Mahindra First Choice Wheels?
Mahindra First Choice Wheels (MFCW) is a multibrand certified used-car retail network owned by Mahindra. It lists around 20K certified vehicles sold through 1,100+ physical touchpoints, with inspection-backed certification across many brands (not just Mahindra). Traffic is modest (low single-digit millions/mo) but the data is structured dealer-network inventory.
Market Position
MFCW is one of the two OEM/dealer-network certified channels in India alongside Maruti Suzuki True Value. Where the big aggregators carry high listing volume, MFCW offers multibrand certified inventory with inspection records — lower traffic but cleaner, dealer-grade data. India’s used-car market is estimated at ~USD 36B (2025), and OEM-certified channels are a structured slice of it.
Data Fields Available
Carapis extracts a structured record from each MFCW listing:
- Vehicle identity — make, model, variant, model year, fuel type, transmission
- Condition — mileage, inspection report and certified status (the standout MFCW fields)
- Pricing — listed price
- Listing context — dealer / touchpoint info, location, photo gallery
MFCW’s multibrand certification and inspection data make it valuable for pricing intelligence and dealer-grade inventory analysis.
API Quick Start
Python
import requests
resp = requests.get(
"https://api.carapis.com/v2/listings",
params={"source": "mahindra-first-choice", "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
- Pricing intelligence — certified multibrand prices anchor residual-value models for dealers.
- Dealer inventory — clean dealer-network data feeds wholesale and retail planning. See market research.
- Remote vetting — inspection records support remote assessment of certified cars. See import & export.