# Bridging epidemiological data gaps to inform prospective commercial appeal
> Understanding the probable success of various launch indications.
Source: https://www.visfo.health/resources/bridging-epidemiological-data-gaps-to-inform-prospective-commercial-appeal
Tags: case-study
Updated: 2026-06-18T11:14:24.685257+00:00

**The brief **

Our client sought to understand both the prospective commercial appeal and probable success of various launch [indications](/glossary/indication). Our evaluation encompassed a comprehensive epidemiological assessment, as well as [clinical](/glossary/clinical-landscaping), [competitive](/glossary/competitive-landscaping) and price landscaping.  **‍**

**The challenge **

The aim of this project was to empower our client with the necessary data and [insights](/glossary/insight) to shape their future launch strategy and market positioning. To address data gaps, we conducted a thorough epidemiological analysis of the relevant disease landscape in our client’s markets of interest. Our findings were reinforced by an in-depth report on the clinical, competitive and price landscapes_.  _

**The solution**

We delivered a comprehensive solution to our client, housed within bespoke, thoughtfully designed intelligence boards.

- A systematic literature review allowed us to extract and analyze [epidemiology](/glossary/epidemiology) data that we enriched with models of disease prevalence with flexible filtering for variables of interest.
- Findings were contextualized against a background of the evolving competitor landscape. An intelligence board detailing the pricing landscape in markets relevant to our client was also created.
- We also conducted a digital listening exercise so that we could assess the sentiment surrounding competitor products, providing our client with valuable insight into the market opportunity.

**Value to the client**

A rapid and robust epidemiological analysis, coupled with VISFO’s strategic recommendations, allowed our client to fully understand the early commercial attractiveness of their product and refine their future launch strategy.