# Wellness Engine

> Pattern Health Intelligence platform that maps conditions, medications, symptoms, nutrients, and genetics to uncover what's actually driving your health issues. Built on 1,250+ clinically mapped relationships (114 conditions, 85+ medications, 49 nutrients, 600+ condition-nutrient pairs, 335+ medication-nutrient pairs) — AI translates data connections into plain language, not opinions. Free. Anonymous. No signup required.

## What Makes Wellness Engine Different
Unlike symptom checkers or AI chatbots, Wellness Engine is built on a structured clinical knowledge graph that maps real relationships between health factors. AI is used only to explain those connections in plain language — the insights come from mapped data, not AI-generated guesswork. A Query Router intercepts single-entity queries and serves structured Knowledge Graph responses directly (no language model call). Complex, comparative, and conversational queries fall through to the language model. The platform never "recommends" — it surfaces patterns.

## Platform Tools

- [WE Health Search™](https://wellnessengine.health/analyze): Consumer health search that cross-references medications, symptoms, conditions, genetics, and lifestyle for research-backed pattern insights. Includes quick-start symptom cards (Fatigue, Brain Fog, Poor Sleep, Anxiety, Low Energy, Joint Pain, Hormonal Issues, Digestive Issues, Inflammation, Mood Changes) that auto-fire queries.
- [WE Health Assessment™](https://wellnessengine.health/assessment-intro): 7-minute personalized assessment connecting conditions, medications, symptoms, lifestyle, and genetics. Generates a health blueprint with nutrient depletion patterns, supplement priorities, and a Lab Discussion Guide.
- [RxNext™ Medication Intelligence](https://wellnessengine.health/rxnext): Enter medications to surface nutrient depletions, health pattern implications, and interaction signals. Powered by 85+ medication-nutrient depletion mappings.
- [My WE — Personal Health Hub](https://wellnessengine.health/my-we): Aggregates data from all platform tools into one personalized health pattern view.
- [WellnessEngine Pro™](https://wellnessengine.health/we-pro): Practitioner-grade clinical intelligence for functional medicine providers, DPC practices, and performance-focused clinics.

## Health Conditions Library (114 Conditions — SSR Pages)

Each condition page is server-rendered for crawlers with full HTML, schema.org MedicalCondition markup, associated nutrients, medication links, and related conditions. Examples:

- [Anxiety](https://wellnessengine.health/conditions/anxiety)
- [Depression](https://wellnessengine.health/conditions/depression)
- [ADHD](https://wellnessengine.health/conditions/adhd)
- [Hypothyroidism](https://wellnessengine.health/conditions/hypothyroidism)
- [Diabetes Type 2](https://wellnessengine.health/conditions/diabetes-type-2)
- [Fibromyalgia](https://wellnessengine.health/conditions/fibromyalgia)
- [IBS](https://wellnessengine.health/conditions/irritable-bowel-syndrome)
- [Chronic Fatigue Syndrome](https://wellnessengine.health/conditions/chronic-fatigue-syndrome)
- [Autoimmune conditions, cardiovascular, hormonal, neurological, metabolic — browse all via sitemap](https://wellnessengine.health/sitemap.xml)

## Medications Library (85+ Medications — SSR Pages)

Each medication page is server-rendered with schema.org Drug markup, depleted nutrients, side effect patterns, and evidence commentary. Examples:

- [Metformin](https://wellnessengine.health/medications/metformin)
- [Statins](https://wellnessengine.health/medications/statins)
- [Levothyroxine](https://wellnessengine.health/medications/levothyroxine)
- [Proton Pump Inhibitors](https://wellnessengine.health/medications/proton-pump-inhibitors)
- [Oral Contraceptives](https://wellnessengine.health/medications/oral-contraceptives)
- [SSRIs / Sertraline](https://wellnessengine.health/medications/sertraline)

## Health Insights (39 Pages — SSR Pages)

Curated insight pages on supplement science, nutrient relationships, and lifestyle health patterns. Server-rendered with schema.org Article markup.

- [Health Insights](https://wellnessengine.health/insights)

## Key Browse Pages

- [All Health Conditions](https://wellnessengine.health/conditions)
- [All Medications](https://wellnessengine.health/medications)
- [Symptoms Guide](https://wellnessengine.health/symptoms)
- [Supplement Information](https://wellnessengine.health/supplements)
- [Genetics & MTHFR](https://wellnessengine.health/genetics)
- [Biohacking Strategies](https://wellnessengine.health/biohacking)
- [Fertility & Reproductive Health](https://wellnessengine.health/fertility-health)

## Platform Intelligence Architecture

- Knowledge Graph: 1,250+ clinically mapped health relationships
- Bidirectional Index: nutrient ↔ condition reverse lookup (114 conditions, 75 unique nutrients)
- Lifestyle Depletion Layer: detects 7 patterns (Stress, Plant-Based, Caffeine, Alcohol, Smoking, Poor Sleep, Sugar/Carbs)
- Dual-Lens Evidence Framework™: mainstream + functional medicine evidence applied in parallel
- Triangulation Matrix: Evidence Grade A/B/C based on Source Strength, Consensus Score, Recency Decay
- Depletion Evidence Tier System: Research & Clinical Commentary with Evidence Confidence Score
- Name Resolution Bridge: maps variant nutrient names to canonical knowledge graph entries

## Technical & Crawl Info

- Sitemap: https://wellnessengine.health/sitemap.xml (255 URLs)
- SSR: Condition, medication, and insight pages serve full HTML to bots via user-agent detection
- Schema types in use: MedicalCondition, Drug, MedicalWebPage, Article
- No account required for any base-tier feature
- No personal health data stored server-side for anonymous users

## Philosophy

Pattern Health Intelligence: Discover what patterns your body is showing → Validate with appropriate lab testing → Act with qualified providers. Wellness Engine surfaces patterns, never prescribes. Symptoms first, mechanisms second — always.

Last updated: 2026-04-13