Demand Modeling & Market Estimation
Our market sizing and forecasting methodologies integrate both top-down and bottom-up approaches, triangulated across multiple levels of data points to ensure accuracy and robustness. The top-down approach involves estimating the total market size from macro-economic indicators and then breaking it down by segments, while the bottom-up approach aggregates market size from individual company data and specific market variables.
Key metrics and variables utilized in our bottom-up market size calculation include:
- Annual Number of BJD Units Sold: Aggregated across manufacturers and key retailers, segmented by material type and size.
- Average Selling Price (ASP) per BJD: Calculated for each material type (resin, vinyl, ABS/PVC) and doll size segment, accounting for varying levels of customization.
- Collector Base Size & Growth Rate: Estimation of active BJD collectors globally, their purchasing frequency, and new entrant rates.
- Value of BJD Aftermarket & Customization Services: Revenue generated from accessories (wigs, eyes, clothing) and bespoke customization (face-ups, body blushing, re-strings).
Multi-level data triangulation is applied across various dimensions – demand-side indicators, supply-side data, and economic factors – to cross-verify initial estimates and refine the market model. This iterative process allows for continuous adjustment and validation, segmenting the market meticulously by material type (Resin, Vinyl, ABS/PVC, Mixed-Material), doll size (Small, Medium, Large), articulation design (Single-Jointed, Double-Jointed, Multi-Jointed), distribution channel (Offline, Online), and across all specified regional and country segments.