Real-World Evidence and Consumer Insights for Emerging Categories

We partner with brands, institutions, and organizations to generate high-quality real-world evidence that supports product development, strategy, and decision-making.

We design and operate longitudinal, real-world studies that observe how products are actually used—capturing formulation, dose, context, and outcomes over time.

What We Offer


We help teams answer the questions that drive product strategy, safety, and growth—using real-world study designs that reflect how consumers actually use products.

Real-World Studies (CRO Services)

We run end-to-end studies tailored to your objectives, including:

  • Study design and protocol development

  • Participant recruitment and engagement

  • Longitudinal data collection (daily, time-locked entries)

  • Outcome measurement using validated instruments

  • Statistical analysis and reporting

Studies can range from focused pilots to multi-cohort programs designed to generate ongoing insight.

Product & Formulation Insights

Our data infrastructure enables analysis beyond traditional market research, including:

  • How formulation and dose relate to real-world outcomes

  • Differences across product types and use patterns

  • Changes in outcomes across cohorts over time

This work supports product optimization, innovation planning, and risk assessment.

Industry & Category Research

We conduct large-scale, multi-brand studies to understand category-level dynamics, including:

  • Product use patterns and consistency

  • Dose, onset, and duration relationships

  • Consumer experience and perceived value

  • Behavioral and quality-of-life outcomes

These studies inform industry reports and benchmarks used by brands, investors, and policymakers.

See our Functional Beverage study as an example.

How We Work


Study design + protocol (aligned to your questions and constraints).

Recruitment + onboarding (registry + partner channels + targeted outreach).

Daily data capture (time-locked entries to reduce recall bias).

Analysis + reporting (validated instruments + longitudinal models).

Optional extensions (ongoing cohorts, product iterations, deeper segments).

Who We Work With


We collaborate with organizations across the ecosystem, including:

  • Consumer brands and manufacturers

  • Research institutions and universities

  • Distributors, retailers, and wholesalers

  • Regulatory and policy stakeholders

  • Media and publications

  • Educators

Clients engage us for both standalone studies and ongoing research programs.

What Makes Us Different


We own the infrastructure:

  • Proprietary software: We own the infrastructure to run repeatable longitudinal studies (not stitched-together tools and vendors).

  • Formulation-linked outcomes: we connect product details (label/COA, dose, onset, duration) to real-world outcomes—not just opinions.

  • Compounding dataset: each cohort strengthens benchmarks and improves predictive power over time.

  • Decision-grade rigor: validated instruments + statistically rigorous longitudinal models, not lightweight surveys.

  • Built for speed: automation + AI-assisted extraction reduces operational drag and accelerates insight delivery.

What You Get


Executive summary (what happened + what to do next)

Methods + statistical appendix (credibility for internal stakeholders)

Product performance readout and outcome shifts over time

Risk/tolerability and adverse-event summaries (as applicable)

Segment insights (who responds best, patterns over time)

Let’s Talk


If you’re exploring:

  • Product research, or a custom real-world study

  • Claims support, or ongoing outcome tracking

  • Category or industry-level research

  • Product or formulation insights

  • Ongoing data partnerships

We’re happy to discuss whether MoreBetter is the right fit.