Product.ai / Research

Research

What we built, how we built it, and what we found. From the people who did the building.

Prediction Study

Skincare Prediction Study, 2026–2027: Seven Calls on Where Skincare Science and Market Hype Diverge

Seven falsifiable skincare predictions — from a coming peptide credibility crisis to the first new sunscreen filter in a generation — derived not from trend extrapolation but from the biochemistry, dermal delivery physics, consumer psychology, and regulatory architecture that govern what actually works on skin.

Jessica Ho · Product Manager
Practitioner Account

Why Every AI Shopping Assistant Sounds the Same — and What It Took to Build One That Doesn't

AI shopping assistants converge to the same undifferentiated answer by design. This practitioner account documents how Product.ai tested whether pre-forging thousands of adversarially verified product truths — across smartphones, running shoes, and skincare — could produce answers that change purchase outcomes.

Jessica Ho · Product Manager
Whitepaper

Anatomy of a Verdict: How SimplyCodes Adjudicates Truth in a Broken Economy

How SimplyCodes adjudicates coupon code truth using automated testing, human verification networks, and real-time fleet signal—and why the most valuable verdict is often 'there's nothing to find.'

Michael Quoc · Founder & CEOBri Stanback · Chief Architect
Whitepaper

Axiomatic Intelligence: A Post-Probabilistic Architecture for the Age of Noise

Why probabilistic AI fails in commerce—and how Axiomatic Intelligence solves it through adversarial verification, pre-computed truth, and proprietary transaction signal.

Michael Quoc · Founder & CEO
Practitioner Account

Forging Brand Identity Through Adversarial Collision: Product.ai's AxI-Driven Design System

How Product.ai built a complete brand identity in 42 days using the Axiom Distillation Protocol—$0 in agency fees, a molecular-geometry-verified mark, and a Glass Box design system where every decision is traceable.

Elena Madrigal · VP, Go-to-MarketDavid Guzman · Creative Director
The System

Explore Axiomatic Intelligence.

The methodology behind axiomatic intelligence. How claims become verdicts. How the Truth Graph works.

Explore Axiomatic Intelligence →