Demand Modeling & Market Estimation
Our market estimation process employs a dual approach of both top-down and bottom-up methodologies, rigorously triangulated across multiple levels to ensure accuracy and consistency. This multi-pronged strategy mitigates potential biases and strengthens the validity of our forecasts.
Top-Down Approach: This involves analyzing macroeconomic factors, demographic trends (e.g., urbanization, youth population), disposable income levels, and overall transportation sector growth to derive a total addressable market for gas scooters. This macro perspective provides a foundational market size, which is then disaggregated by application (Commercial, Personal), types (Above 50cc, Below 50cc), and specific geographic regions.
Bottom-Up Approach: This method focuses on aggregating market data from granular levels. Key metrics and variables used for the bottom-up calculation include:
- Annual New Gas Scooter Registrations/Sales Units, segmented by engine capacity (Above 50cc, Below 50cc) and regional statistics.
- Average Retail Price (ARP) per unit, differentiated by scooter type and regional pricing variations.
- Commercial Fleet Expansion and Replacement Rates, particularly for delivery, rental, and shared mobility services.
- Regulatory changes affecting Internal Combustion Engine (ICE) vehicles and fuel consumption trends across key regions.
Multi-level Data Triangulation: The insights derived from primary interviews and validated secondary sources are systematically cross-referenced and reconciled. This involves comparing data points from different stakeholders, regions, and methodologies to identify discrepancies, resolve inconsistencies, and arrive at a robust market forecast. All data is updated up to the date of purchase to reflect the latest market conditions.