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Capturing Authentic Patient Perspectives in Real Time

MadeAi’s Social Media Listening (SML) Service

In rare diseases, traditional evidence sources such as published literature or large clinical datasets are often limited due to small patient populations and fragmented research. Social Media Listening (SML) bridges this critical gap by capturing real, unfiltered conversations from patients, caregivers, and advocacy groups across online communities. Through MadeAi’s GenAI-powered SML, rare disease companies can systematically analyze these authentic narratives to uncover patterns of patient burden, diagnostic delay, treatment challenges, and unmet needs—delivering actionable, real-world insights that would otherwise remain invisible in conventional evidence streams.

Turning Online Conversations into Rare Disease Intelligence

Gain authentic, real-time insights into patient and caregiver experiences through MadeAi’s GenAI-powered Social Media Listening service. Built for the nuanced world of rare diseases, our SML solution captures patient- and caregiver-generated narratives across forums, communities, and social channels—and transforms them into structured, evidence-grade insights.

In rare disease, where traditional data is scarce, fragmented, or delayed, MadeAi helps you listen smarter—to uncover unmet needs, track emotional and treatment journeys, and identify emerging signals that can inform R&D, access, and engagement strategies.

Why Choose MadeAi for Social Media Listening

Why Choose MadeAi for Social Media Listening?

Rare Disease Focus
MadeAi’s SML service is fine-tuned to the language, emotion, and context of rare and ultra-rare conditions—where small, tightly knit communities share powerful qualitative signals often missing from traditional datasets.

GenAI + Human-Expert Hybrid
We combine advanced natural language processing with human expert validation, ensuring every insight—from symptom descriptions to treatment sentiment—remains clinically credible and decision-ready.

Comprehensive, Real-Time View
From emerging discussions in patient forums to advocacy-driven hashtags, our AI maps conversations across multiple digital ecosystems, giving you near-real-time visibility into what patients and caregivers are saying—and why it matters.

Fast, Scalable, and Compliant
Our secure, enterprise-ready MadeAi platform flexibly handles data across conditions, languages, and platforms, enabling rapid turnarounds while meeting strict data governance and compliance requirements.

Award-Winning Trust
MadeAi has been recognized for AI excellence and reliability in life sciences—trusted by leading pharmaceutical and biotech organizations to deliver high-quality, actionable insights.

What MadeAi Delivers for Rare Disease SML

360° Patient & Caregiver Experience Mapping
Discover lived-experience trends—symptom burden, diagnostic journeys, treatment challenges, and emotional touchpoints—across online conversations.

Emotion & Sentiment Intelligence
Quantify and visualize shifts in sentiment, helping you understand patient optimism, frustration, and perceptions of emerging therapies or unmet needs.

Signal Detection for Safety & Access
Identify potential safety mentions, quality-of-life issues, and access barriers as they surface in community discourse—before they’re visible in structured data.

Structured, Evidence-Grade Outputs
Transform unstructured narratives into structured analytics: tagged symptoms, treatment references, adherence challenges, and emotional markers—ready for integration into HEOR, RWE, and patient engagement frameworks.

Dynamic Dashboards & Alerts
Stay informed through real-time dashboards and configurable alerts that highlight emerging themes, sentiment shifts, or competitive activity.

Who It’s For

Rare Disease Clinical & Medical Teams – Use digital listening insights to shape patient-centric protocol design, identify new endpoints, or prioritize unmet needs.

HEOR & Market Access Teams – Enrich RWE and value narratives with authentic patient voice data to support pricing, reimbursement, and HTA discussions.

Patient Advocacy & Engagement Teams – Strengthen patient partnerships and outreach by understanding community sentiment and emerging discussion topics.

Commercial & Brand Leaders – Monitor reputation and treatment perceptions, benchmark against competitors, and guide messaging strategy with data-driven empathy.

Ready to listen to what patients are really saying?

MadeAi PRO brings the voice of the patient into sharper focus—fast, structured, and meaningful.
Contact us today to schedule a customized demo or pilot that aligns with your therapeutic area and key use cases.

Contact Us

Contact Info

Connect with us to see how MadeAi turns online voices into valuable patient insights.

1 Broadway, #CIC, Cambridge, MA 02142
+ 1 800 674 9760