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AI-Powered Car Market Intelligence

We developed a smart data collection and analytics system for the used car market, enabling real-time insights on pricing trends, listing durations, and model-specific behaviors.

3 days → 1hProcessing time
Under 2 MonthsTime to launch
AI-Powered Car Market Intelligence

01 The Challenge

FastAd needed deep visibility into the used car market — pricing trends, listing longevity, regional demand patterns — but their existing tools were too slow (batch processing every 3 days) and lacked the granularity needed for competitive decision-making.

02 Our Solution

We built an end-to-end data intelligence platform: a distributed crawler collecting listings across major car marketplaces, an AI-powered analytics engine identifying pricing trends and anomalies, and a real-time dashboard giving sales teams actionable market intelligence. The system processes millions of data points daily.

03 Tech Stack

PythonScrapyApache KafkaPostgreSQLRedisReactTypeScriptNode.jsAzureGrafana

04 Results

Data freshness improved from 3-day batches to near real-time (under 1 hour). The platform launched in under 2 months. Sales teams reported a 35% improvement in pricing accuracy and a significant reduction in time spent on manual market research.

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