Insight 360 Driven Analysis of 15 Years of Social Media Data for a Key Brand

This case study highlights how a leading global pharmaceutical company leveraged Insight 360 to unlock long-term, data-driven intelligence from 15 years of social media conversations. By applying advanced AI and machine learning to unstructured digital data, the organization gained deep visibility into brand sentiment, influence dynamics, and market response—supporting smarter medical and evidence-led decision-making.

Client

A leading global pharmaceutical company seeking deeper, data-driven understanding of how its key brand and clinical trial were perceived across the evolving digital medical landscape.

Business Challenge

Social platforms like Twitter host millions of ongoing conversations from healthcare professionals, patient advocates, and thought leaders—continuously shaping medical opinion. The client wanted to unlock insights from 15 years of social media conversations around a priority brand and its clinical trial.

The challenge was to:

Track shifts in sentiment across the brand lifecycle.

Understand the influence of major medical congresses.

Monitor long-term engagement and influence trends.

Evaluate market and stakeholder response in context.

Our Approach

We deployed Insight 360, powered by advanced AI and NLP/ML technologies (including Mistral, OpenAI, and WatsonX), to turn unstructured digital conversations into actionable medical intelligence.

Key capabilities included:

Pattern detection to identify shifts in themes, engagement, and sentiment over time.

Topic extraction to surface competitor activity, trial discussions, and emerging scientific narratives.

Audience identification to segment HCPs, patient advocacy groups, financial analysts, and digital opinion leaders.

Influencer mapping through ranked DOL lists based on reach, engagement, and influence scores.

Automated reporting delivering curated insights directly to Medical Leadership for faster, evidence-based decisions.

Impact

15-year longitudinal visibility into brand sentiment and share of voice before and after launch.

Year-over-year engagement insights, highlighting shifts in influencer dynamics and discussion intensity.

Identification of top digital opinion leaders in the disease area, mapped by sentiment and influence.

Actionable recommendations supporting:
  • Efficacy and safety communication
  • Evidence generation and transparency
  • Targeted, high-impact HCP engagement

    • 70% reduction in manual analysis effort, enabling teams to focus on strategy, activation, and engagement

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