Demand Modeling & Market Estimation
Our market estimation methodology employs a robust blend of top-down and bottom-up approaches, reinforced by multi-level data triangulation, to ensure accuracy and comprehensive coverage.
Top-Down Approach: This involves estimating the total available market based on macroeconomic factors, industry growth trends, and overall technology spending. The total market size is then broken down by component (solution, services), platform type (web-based, mobile-based), end-user (banks, insurance, others), application (customer support, branding, data security, others), and geographical regions (North America, South America, Europe, MEA, Asia Pacific).
Bottom-Up Approach: This method aggregates market data from granular levels, building up to the total market size. Key metrics and variables used for bottom-up estimation include:
- Number of enterprises adopting chatbot solutions, segmented by end-user industry and enterprise size.
- Average annual recurring revenue (ARR) per chatbot deployment or per license type.
- Number of active chatbot users or average monthly interactions per platform.
- Penetration rates of AI and automation technologies across various business functions and geographies.
Multi-Level Data Triangulation: This critical step involves cross-referencing and validating data points obtained from primary interviews, secondary sources, and internal databases. Discrepancies are investigated, and data is harmonized through iterative analysis and expert consultation to arrive at the most accurate market figures.