Race Auto Analytics for Automotive Sales Forecasting
Country-wise flash reports, OEM market share insights, EV trends, and segment-level forecasting for automotive and mobility teams.
Flash Reports
Flash Report Quick Walkthrough
Quick steps and video guide for flash reports
Forecast
Forecast Quick Walkthrough
Quick steps and video guide for forecast
Platform glossary
Quick Reference
All abbreviations and terms used across Flash Reports and Forecast tools.
Vehicle Segments
Forecast Methods
Metrics & Terms
What you get in one place
Designed for fast monthly review: data, splits, trend checks, and forecast validation.
Explore the same segment structure across multiple markets with consistent layouts and definitions.
Quickly identify corrections, spikes, and seasonality across categories and sub-segments.
Compare AI, Linear, BYF, and Survey-based forecasts to validate assumptions and direction.
Use charts and tables that are formatted for decision-making and internal reporting workflows.
How it works
A simple workflow to keep the month-to-month review consistent.
Start with the market you track and the period you want to analyze or forecast.
Validate with MoM/YoY trends and compare across PV/CV/2W/3W/TRAC/CE where available.
Lock a scenario, capture key deltas, and share across your planning stakeholders.
Ready to explore markets?
Start with Flash Reports to see the latest month, then validate direction in Forecast.
Automotive sales forecast platform
Forecast, flash reports, and market intelligence in one workflow
Race Auto Analytics helps automotive teams monitor monthly vehicle sales data, compare OEM market share, track EV penetration, and build a six-month automotive sales forecast for country markets. The public flash report and forecast pages are designed for product discovery, while the subscribed application keeps deeper dashboards, filters, and score-card workflows behind the operational product experience.
The platform supports OEM planning, dealer planning, inventory review, export-import checks, pricing discussions, EV strategy, and competitive benchmarking. Teams can start with monthly automotive flash reports, then use AI/ML forecasts, survey outlooks, analyst assumptions, and Build Your Forecast scoring to validate demand direction before internal planning meetings.
Regional coverage
Country flash reports span markets across every major region. Open a region to browse its country-level automotive sales data pages.
Segment coverage
Methodology signals
Forecast pages explain the six-month rolling outlook, AI and ML baselines, survey-led market sentiment, analyst assumptions, and BYF scoring. Flash reports explain the monthly release cycle, segment coverage, OEM share views, EV trend checks, and country summary pages for search visitors.
FAQ
What does Race Auto Analytics provide?
Race Auto Analytics provides automotive sales forecast tools, monthly flash reports, country-wise vehicle sales data, OEM share tracking, EV penetration views, and segment-level market intelligence.
Which automotive segments are covered?
Coverage includes passenger vehicles, commercial vehicles, trucks, buses, two-wheelers, three-wheelers, tractors, construction equipment, EV trends, and application-level splits where available.
How are forecasts built?
Forecast views combine AI and machine learning baselines, survey outlooks, analyst assumptions, and Build Your Forecast scoring so planning teams can compare more than one demand signal.