Methodology
How we score the evidence.
Same three pillars, one layer deeper. Ingredients · Scientific Research · Brands — the opinionated stack we use to build your routine.
Pillar I · Ingredients
The 35-ingredient corpus.
Grouped by what they help with. We don't recommend all 35 to everyone — we recommend exactly what your goals + safety profile justify.
immunity
- Vitamin D3
- Zinc
- Vitamin C
sleep
- Magnesium glycinate
- Melatonin
- Glycine
heart
- Omega-3 (EPA+DHA)
- CoQ10 (ubiquinol)
- Algal Omega-3 (DHA)
- Vitamin K2 (MK-7)
- Taurine
- Berberine
energy
- Creatine monohydrate
- Vitamin B12 (methylcobalamin)
- Iron (bisglycinate)
- Folate (L-5-MTHF)
- Iodine
- B-complex (methylated)
- L-carnitine
- Guarana
stress
- Ashwagandha (KSM-66)
- Rhodiola rosea
- DHA (algal, prenatal)
- Saffron (Affron)
focus
- L-theanine
- Choline
- Caffeine
- Theacrine
gut
- Probiotic (multi-strain)
general
- Curcumin (with piperine)
- Calcium
- NAC
- Lutein + Zeaxanthin
- Green tea extract (EGCG)
- Glucosamine sulfate
- Chondroitin sulfate
skin
- Collagen peptides
Pillar II · Scientific Research
Four tiers, transparently applied.
Same heuristic for every ingredient × goal. If we'd say 'Insufficient', we just don't recommend it.
The research we draw from is published by






Worked example
Ashwagandha → stress
We pull every PubMed citation tagged Withania (the MeSH heading for Ashwagandha) plus completed ClinicalTrials.gov interventions. After de-duplication and verification, we count meta-analyses + RCTs, weight by recency, and assign a tier.
The actual record:graded/ashwagandha-ksm-66/stress.json
Pillar III · Brands
We don't make our own product.
Independence beats vertical integration. We pick the best on the shelf for your specific goals.
We pick from the brands you'd actually take












Form
Capsule, softgel, powder, liquid — we pick the format that delivers the active dose with no surprises.
Why: a tincture at 200 mcg can't deliver a 1000 IU vitamin D dose.
Dose
Within the evidence-backed range from our corpus. Underdosed marketing tinctures get filtered out automatically.
Why: a 50 mg ashwagandha capsule wouldn't pass our floor for stress.
Quality
Third-party tested when available, USP/NSF preferred, clear labels with no proprietary blends.
Why: you should know what's in the bottle, exactly.