Methodology – How Perimenopause Analyzer™ Works

Purpose of This Tool

Perimenopause Analyzer™ is an educational, symptom‑pattern analysis tool designed to help women better understand changes that may occur during the perimenopause transition. The tool does not diagnose, treat, predict, or confirm any medical condition. Its purpose is to support awareness, self‑tracking, and more informed conversations with qualified healthcare professionals.


How Data Is Collected

Perimenopause Analyzer™ collects only user‑provided, non‑identifiable inputs, including:

  • Age range (not exact age)
  • Menstrual cycle changes (regularity, missed cycles)
  • Commonly reported symptoms (sleep changes, mood fluctuations, energy levels, hot flashes, etc.)
  • Lifestyle factors such as stress levels and perceived sleep quality

All data is processed locally in your browser. No personal health data is stored, saved, shared, or transmitted to any server. When you close or refresh the page, the information is cleared.


Pattern‑Based Analysis (Not Diagnosis)

Perimenopause Analyzer™ uses a rule‑based, pattern‑matching system. This system does not rely on artificial intelligence, hormone testing, or medical decision‑making.

Each symptom group is assigned an educational weight based on how frequently it appears in publicly available medical education resources discussing perimenopause.

The system then:

  1. Identifies symptom clusters
  2. Measures alignment strength across inputs
  3. Generates an educational insight summary

The results reflect pattern similarity, not medical probability, disease likelihood, or clinical diagnosis.


Confidence Score Explained

The confidence percentage shown in results represents:

  • Strength of symptom alignment
  • Consistency across multiple user inputs

The confidence score does not represent:

  • Hormone levels
  • Medical confirmation
  • Diagnostic certainty

A higher score simply indicates stronger alignment with commonly described perimenopause symptom patterns found in educational health literature.


Sources Used for Educational Structure

The structure and symptom grouping used by Perimenopause Analyzer™ are informed by publicly available educational content from trusted health organizations, including:

  • Mayo Clinic
  • NHS (United Kingdom)
  • National Institutes of Health (NIH)
  • North American Menopause Society (NAMS)

These sources guide educational framing only. They are not used to provide diagnosis, treatment, or medical advice.


Safety & Medical Disclaimer

  • This tool does not replace professional medical advice
  • No medications, supplements, or treatments are recommended
  • Users experiencing severe, persistent, or concerning symptoms are advised to consult a qualified healthcare provider

Why This Methodology Is Safe

  • No AI‑based diagnosis
  • No medical claims
  • No stored or shared health data
  • Transparent, rule‑based scoring logic

This approach aligns with Google’s YMYL and EEAT guidelines while providing meaningful educational value.


Intended Use

Perimenopause Analyzer™ is intended for educational and self‑awareness purposes only. It is best used for:

  • Personal understanding of symptom patterns
  • Tracking changes over time
  • Preparing questions and discussions for doctor visits

It should always be used alongside professional medical guidance and not as a substitute for medical care.