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.

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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.

Schedule a meeting