Core Vitality LabCore Vitality Lab
    Research Methodology

    How We Research Supplements

    Our rigorous, AI-powered methodology ensures every supplement recommendation is backed by the highest quality scientific evidence available.

    Our 5-Step Research Process

    A systematic approach to evidence-based supplement research

    1

    Data Collection

    Our AI continuously scans authoritative scientific databases and journals

    PubMed/MEDLINE database
    Cochrane Library reviews
    ClinicalTrials.gov registry
    FDA safety databases
    European Food Safety Authority
    2

    AI Analysis

    Advanced algorithms analyze study quality, methodology, and statistical significance

    Study design evaluation
    Sample size assessment
    Statistical power analysis
    Bias detection algorithms
    Conflict of interest screening
    3

    Evidence Synthesis

    Multiple studies are synthesized to determine overall strength of evidence

    Meta-analysis techniques
    Systematic review protocols
    Confidence interval analysis
    Heterogeneity assessment
    Publication bias evaluation
    4

    Clinical Validation

    Human clinical trials and real-world evidence are prioritized

    Randomized controlled trials (RCTs)
    Double-blind study protocols
    Placebo-controlled designs
    Long-term safety data
    Real-world effectiveness studies
    5

    Continuous Updates

    Research database is updated daily with new scientific publications

    24/7 automated monitoring
    New study alerts
    Retracted paper tracking
    Updated meta-analyses
    Emerging research trends

    Quality Assurance Standards

    Rigorous criteria ensure only the highest quality research influences our recommendations

    Study Design Quality

    Only high-quality research designs are included in our analysis

    • Randomized controlled trials
    • Systematic reviews
    • Meta-analyses
    • Cohort studies
    • Case-control studies

    Sample Size Requirements

    Studies must have adequate statistical power

    • Minimum 20 participants per group
    • Power analysis conducted
    • Appropriate statistical tests
    • Confidence intervals reported
    • Effect size calculations

    Publication Standards

    Research must meet rigorous publication standards

    • Peer-reviewed journals
    • Indexed in major databases
    • Conflict of interest disclosure
    • Funding source transparency
    • Research ethics compliance

    Transparency & Accountability

    Open Methodology

    Complete transparency in our research process and decision-making criteria

    Source Citations

    Every recommendation includes full citations and links to original research

    Bias Mitigation

    Multiple safeguards against bias in research selection and interpretation

    Independent Review

    All recommendations undergo independent expert review before publication

    Our AI Research Platform

    50,000+

    Studies analyzed

    99.7%

    Analysis accuracy

    24/7

    Monitoring active

    15+

    Languages supported

    Advanced AI Capabilities

    Our proprietary AI system uses state-of-the-art natural language processing and machine learning to extract meaningful insights from complex scientific literature:

    Natural Language Processing

    • • Automated study abstract analysis
    • • Key finding extraction
    • • Methodology assessment
    • • Statistical significance evaluation

    Machine Learning Models

    • • Study quality classification
    • • Bias detection algorithms
    • • Evidence strength scoring
    • • Research trend analysis

    Experience Evidence-Based Research

    See how our rigorous methodology translates into trustworthy supplement recommendations that you can confidently rely on for your health journey.