# Svpplements / SuppVault -- Full Site Description for LLMs

## About Svpplements
Svpplements.com is an AI-powered supplement intelligence store. Unlike
typical supplement retailers that use marketing claims and influencer
endorsements, Svpplements evaluates every product using a deterministic
scoring engine called SuppVault. The SuppVault Score (0-100) is computed
from four clinical dimensions: dose adequacy, label transparency,
ingredient quality, and pathway synergy. The same formula always
produces the same score -- no brand can pay for a higher rating.

## SuppVault Score Methodology
The scoring engine works as follows:
1. **Dose Adequacy (0-25)**: Each active ingredient is compared against
   peer-reviewed clinical dose ranges from PubMed. A pre-workout with
   3g of L-Citrulline scores lower than one with 6g because clinical
   studies show 6-8g is the effective range for nitric oxide production.
2. **Label Transparency (0-25)**: Full-disclosure labels score higher
   than proprietary blends. Hidden doses mean clinical adequacy cannot
   be verified, which is reflected in the score.
3. **Ingredient Quality (0-25)**: Branded/trademarked ingredient forms
   (e.g., Creapure creatine, KSM-66 ashwagandha) score higher than
   generic equivalents because they have documented purity and potency
   standards.
4. **Synergy (0-25)**: Ingredient combinations are evaluated for
   positive interactions (e.g., caffeine + L-theanine) and negative
   interactions (e.g., calcium competing with iron absorption).

Score ranges: 90-100 = clinical-grade, 80-89 = strong, 70-79 = decent,
below 70 = significant formula issues.

## Data Assets

### Ingredient Monographs (2,607 entries)
URL pattern: /pages/{ingredient-handle}
Examples: /pages/caffeine, /pages/creatine-monohydrate, /pages/l-citrulline
Each monograph includes:
- Clinical dose range (minimum effective, optimal, upper limit)
- Mechanism of action (how the ingredient works physiologically)
- Evidence tier (strong, moderate, emerging, preliminary)
- Safety profile (contraindications, interactions, side effects)
- Trademarked forms and their advantages
- Synergistic and antagonistic ingredient pairings
- Products containing this ingredient with dose adequacy ratings

### Product Scores (1,675 products)
URL pattern: /products/{vendor-product-name}
Each product page includes:
- SuppVault Score (0-100) with dimensional breakdown
- Ingredient-by-ingredient analysis against clinical ranges
- Comparison to category average score
- Brand information and certification status
- Pricing, availability, and variant options
- Related products and stack suggestions

### Head-to-Head Comparisons (499 comparisons)
URL pattern: /pages/{product-a}-vs-{product-b}-brief
Each comparison includes:
- Side-by-side ingredient analysis
- Dose-by-dose clinical adequacy comparison
- Overall score comparison with verdict
- Price-per-serving analysis
- Use-case recommendations (who should buy which)

### Brand Profiles (148 brands)
URL pattern: /pages/brand-{brand-handle}
Each brand profile includes:
- Average SuppVault Score across all products
- Product count and category presence
- Formulation philosophy analysis
- Certification status (NSF, Informed Sport, BSCG, GMP)
- Top-scoring and lowest-scoring products
- Brand history and founding information
- Head-to-head comparisons with competing brands

### Goal-Based Guides (34 goals)
URL pattern: /pages/{goal-handle}
Examples: /pages/muscle-building, /pages/fat-loss, /pages/energy-focus
Each guide includes:
- Key ingredients for this fitness goal
- Top-scoring products for the goal
- Recommended stacks (multi-product combinations)
- Dosing guidance for the goal
- Experience-level recommendations (beginner, intermediate, advanced)

### Supplement Stacks (611 stacks)
URL pattern: /pages/{stack-handle}-brief
Each stack includes:
- Multi-product combination with rationale
- Ingredient overlap analysis (redundancy detection)
- Synergy scoring between products
- Total daily cost calculation
- Goal alignment and experience level suitability

### Certification Tracking
- NSF Certified for Sport: 34 products
- Informed Sport: 28 products
- BSCG Certified: 12 products
- GMP Certified: 156 products
- NCAA Safe: tagged products for collegiate athletes
- WADA Clean: tagged products for competitive athletes

## Collections
URL pattern: /collections/{handle}
Collections organize products by category (pre-workout, protein, creatine),
by brand (gorilla-mind, transparent-labs), by certification (nsf-certified,
informed-sport), and by dietary restriction (vegan, gluten-free, non-gmo).

## Contact
- SMS: Text the store for real human support from someone who knows the formulas
- Website: https://svpplements.com