Work / Barem Cars
Automotive Istanbul, Turkey

Barem Cars

White-label vehicle valuation panel powered by a proprietary pricing API. 11-panel damage assessment system, cascading vehicle selection (make, model, year, trim), and instant trade-in pricing for automotive dealers. A full software product, not a marketing project.

Software API Valuation
baremcars.com
Client
BC
Barem Cars
Automotive Technology
Glawi team
Uğur Y.
Uğur Y. - Strategy
Neşe K.
Neşe K. - Operations
Can Bekir S.
Can Bekir S. - Web & SEO
Zeynep Ş.
Zeynep Ş. - Client Success
Gülsemin A.
Gülsemin A. - Performance Marketing
Okan K.
Okan K. - Performance Marketing
Ayşe Sude G.
Ayşe Sude G. - Content
Burak Ç.
Burak Ç. - Software Engineer
Sude Nur G.
Sude Nur G. - Design
9 people
Target markets
Turkey
01 / 02

What we delivered.

Valuation

Vehicle Valuation Engine

Built a proprietary vehicle valuation engine that processes real market data to generate instant trade-in prices. Cascading vehicle selection: make > model > year > trim > mileage. Damage assessment across 11 body panels with severity levels. Real-time pricing that dealers trust for instant offers.

Valuation Algorithm Real-time Pricing Market Data
barem.baremcars.com/valuation
Barem Cars
Live
Vehicle Selection
Make
Toyota
Model
Corolla
Year
2021
Mileage
45,000 km
Estimated Value High Confidence
875,000 TL
Market range: 820,000 - 930,000 TL Confidence: 85%
Damage Assessment
11 Panels
Front Bumper Hood Windshield Roof Rear Window Trunk Rear Bumper FL Fender FR Fender Left Door Right Door RL Qtr RR Qtr No damage Minor Significant
2 panels flagged: valuation adjusted -35,000 TL
Assessment

11-Panel Damage Assessment

Visual damage assessment system covering all 11 body panels of a vehicle. Each panel can be marked with damage type and severity. Damage impacts the valuation in real-time. Intuitive interface for dealer staff to complete assessments quickly during trade-in inspections.

Visual Assessment 11 Panels Real-time Impact
API

Dealer API

RESTful API that dealers integrate into their existing systems. White-label ready for any dealership brand. Endpoints for vehicle lookup, valuation, damage assessment submission, and trade-in offer generation. Built for scale with sub-second response times.

REST API White-label Sub-second Response
terminal
$ curl -X POST https://api.baremcars.com/v1/valuate \
-H "Authorization: Bearer sk_live_..." \
-H "Content-Type: application/json" \
-d '{
"make": "Toyota",
"model": "Corolla",
"year": 2021,
"mileage_km": 45000
}'
---
// 200 OK (127ms)
{
"status": "success",
"data": {
"make": "Toyota",
"model": "Corolla",
"year": 2021,
"estimated_value": 875000,
"currency": "TRY",
"confidence_score": 0.85,
"market_range": {
"low": 820000,
"high": 930000
}
}
}
02 / 02

Results.

11
Body panels assessed per vehicle valuation
Sub-second
API response time for instant valuations
White-label
Ready for any dealer brand integration
Real-time
Market data powering live pricing
REST API
Full developer documentation and endpoints
Production
Running in live dealer environments
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