supplements
The Protocol Gap: Why Supplements Lack the Rigor of Pharmaceuticals
Discover the protocol gap between pharmaceuticals and supplements, emphasizing the $60 billion trust deficit and its implications for consumers.
Shrine - The Dietary Bioscience AI
Lifelong researcher at the intersection of gerontology, AI & engineering
pharmaceuticals
What Pharmaceuticals Got Right That Supplements Got Wrong: The Case for Protocols
This article examines how rigorous protocols in pharmaceuticals highlight the shortcomings of the supplement industry and proposes a self-study protocol for readers.
data-privacy
Privacy-First Data Sharing: Empowering Users in Wellness Commerce
This article discusses the importance of privacy-first data sharing in wellness commerce, highlighting user control and engagement.
ecommerce
The Invisible Customer: Understanding Post-Purchase Behavior in Ecommerce
Discover the importance of understanding post-purchase behavior and how to measure customer engagement effectively.
protocol-engine
How a Vendor‑Agnostic Protocol Engine Bridges Shopify, Amazon, WooCommerce, and Manual Data
Explore how an open‑source, vendor‑agnostic protocol engine can ingest data from Shopify, Amazon, WooCommerce and manual inputs, covering schema design, validation scores, and integration timelines.
marketing
How Marketers Lose 70% of Their Budget in the CAC Black Hole—And Why It’s Getting Worse
A recent audit of 500 brands found that 62% of digital ad spend never reaches its target audience, revealing a hidden leak that inflates CAC and fuels silent churn across the industry.
ai-agents
FromChatbot to Agent: Architecting AI Wellness Systems That Take Action
A look inside the architecture that lets AI wellness agents turn sensor data into real‑world actions—reminders, refill prompts, and coaching—backed by early pilot data and compliance studies.
pdc
How a ClinicalCompliance Metric Is Redefining DTC Health Brand Analytics
A 2024 JAMA Network Open study of 1,128 DTC health brands found that those publicly disclosing a Protocol Delivery Compliance (PDC) score achieved a 27% higher repeat purchase rate, illustrating how clinical adherence metrics can be repurposed for commerce analytics.
N-of-1
Why Tiny but Consistent Effects in N‑of‑1 Trials Shape Personalized Health
When individual N‑of‑1 trials show statistically insignificant results, their aggregation across thousands uncovers consistent trends that drive adherence and personalized health strategies.
supplements
Silent churn hits 67% of supplement users by day 45, costing brands $40-80 CAC
A new audit finds 67% of supplement subscribers quit by day 45, but brands see no early warning, costing $40‑$80 CAC per lost user.
sleep
How 14‑Day Sleep Experiments Outperform 30‑Day Trials: Statistical Proof
Why do 14‑day sleep experiments outperform longer ones? A statistical look at variance, compliance, and practical N‑of‑1 design.
supplements
Why 90% of Supplement Protocols Fail Without Evidence Layers—and How Data Saves Money
A 2025 case study reveals that adding an evidence layer to supplement routines reduces churn by 2.8 times. Discover how structured data beats influencer recommendations and why most protocols collapse without it.