Our Solutions

RiskReveal

Before you ask patients, see what they're already telling you.

Patient benefit-risk insight from the public record. Human-curated, AI-assisted.

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How it works

Three steps. No fieldwork.

  • 01

    Drivers

    Map what drives benefit-risk in the public record.

  • 02

    Pulse

    Filter signal from noise with patient-expert review.

  • 03

    Reveal

    Structured brief in 3 to 4 weeks.

EfficacyDaily lifeSide effectsDuration

What you walk away with

How patients actually weigh benefit and risk

Not a score. A structured view of which factors matter, to whom, and in what direction. Enough to scope your next research step with confidence.

Start smarter

Ground primary research in real patient experience.

Reduce research risk

Avoid asking the wrong questions in expensive fieldwork.

Hear voices you'd miss

Surface perspectives that don't appear in standard recruitment.

r/Accutane · Reddit
“Stopped taking pictures. Everyone looked at my forehead first.”
@cleared_skin_journey

Instagram · day 90 photo
Cleared up after 3 months , now anxious about the dryness and the sun.
Acne Parents Support
84 replies
“Six drugstore brands before we even got a dermatologist appointment.”
Teen blog · Tumblr
“Zero info about Accutane side effects from my derm. Had to find it online.”
Real-life case study · Benefit-risk discovery

Moderate-to-severe acne, US adolescents and young adults

A notoriously hard-to-engage population, most with no prior pharma exposure. RiskReveal surfaced their lexicon, their real treatment paths, and the emotional and social weight behind every treatment-selection decision.
The literature scan also revealed a poorly-studied benefit-risk picture , so merakoi built the foundational read across available therapies from the clinical record itself.

Frequently asked questions

What is RiskReveal?
A patient benefit-risk insight service that surfaces what patients, caregivers, and the published evidence base are saying about a treatment, disease, or product. Human-curated by patient experts, AI-assisted at the sourcing layer. The output is a structured brief that grounds your next research step.
What sources does RiskReveal draw on?
Public patient communities (forums, social, advocacy content), published clinical evidence, and patient-expert curation that filters signal from noise. We blend lived-experience signal with clinical-evidence context, not just social listening.
How is RiskReveal different from desk research?
Desk research summarises what has been published. RiskReveal surfaces what patients are actually saying right now, including voices that do not appear in published literature or standard recruitment, and a patient expert reviews and contextualises the output.
When should I use RiskReveal in a research programme?
Before primary research. RiskReveal grounds your discussion guide in real patient perspective, helps you avoid asking the wrong questions, and surfaces hard-to-reach voices early. It is a lead-in, not a substitute for primary work.
What do I get from a RiskReveal brief?
A structured brief covering: benefit-risk perception by patient segment, treatment-choice drivers, disease-management priorities, hard-to-reach voice surfacing, and recommendations on what to test in primary research.

Book a Consultation to scope your RiskReveal.

A short call to frame the population, the decision, and whether RiskReveal fits as a Lab component or a lead-in.

Book a Consultation

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