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The Human API: Why We Are Building iMario.ai
Product · January 19, 2026

The Human API: Why We Are Building iMario.ai

How iMario achieves 90%+ parity with real human research on mindset-driven decisions, why human understanding is the modern innovation bottleneck, and what stateful Synthetic Individuals can replace.

Recent posts

iMario.ai

Beyond the AI Moderator: How IFOP Combines Synthetic Consumers with Traditional Research

User Stories · August 27, 2026

iMario.ai

Before the Event Exists: How Rand and Rand Tests Agendas with Synthetic Audiences

User Stories · August 27, 2026

iMario.ai

Before the Product Reaches the Shelf: How Vitasoy Tests New Ideas with Synthetic Consumers

User Stories · August 27, 2026

MatrAIx's 8.3 Billion Personas: Substance or Sizzle?

MatrAIx's 8.3 Billion Personas: Substance or Sizzle?

Academy · August 10, 2026

The 10 Best AI Focus Group Tools for 2026

The 10 Best AI Focus Group Tools for 2026

Other · June 15, 2026

The 8 Best SyntheticUsers Alternatives for 2026

The 8 Best SyntheticUsers Alternatives for 2026

Other · June 9, 2026

No One Can Predict Anyone, Not Even You

No One Can Predict Anyone, Not Even You

Academy · June 1, 2026

Five AI Shifts in Product Development

Five AI Shifts in Product Development

Academy · May 18, 2026

35× Faster, 95% Cheaper: A Men's Grooming Brand's 3 Launch Decisions in 7 Days

35× Faster, 95% Cheaper: A Men's Grooming Brand's 3 Launch Decisions in 7 Days

User Stories · May 15, 2026

iMario vs Delve.ai: A Market Research Capability Comparison

iMario vs Delve.ai: A Market Research Capability Comparison

Product · May 8, 2026

iMario vs SyntheticUsers.com: A Capability Comparison

iMario vs SyntheticUsers.com: A Capability Comparison

Product · May 6, 2026

The Five Layers Behind an iMario Research Report

The Five Layers Behind an iMario Research Report

Product · April 28, 2026

Introducing iMario 1.0

Introducing iMario 1.0

Product · April 13, 2026

iMario vs Aaru: Two Paths to Human Behavior Simulation

iMario vs Aaru: Two Paths to Human Behavior Simulation

Product · March 25, 2026

iMario vs Base LLMs: Solving Mode Collapse and Identity Drift in Synthetic Individuals

iMario vs Base LLMs: Solving Mode Collapse and Identity Drift in Synthetic Individuals

Product · March 23, 2026

Harness Engineering Is the Missing Layer Between Models and Products

Harness Engineering Is the Missing Layer Between Models and Products

Academy · Product · March 16, 2026

Synthetic Users vs. Traditional Research: A Cost-Time-Learning-Speed Framework for 2026

Synthetic Users vs. Traditional Research: A Cost-Time-Learning-Speed Framework for 2026

Academy · February 23, 2026

Beyond "Average": How iMario Is Building a Million Synthetic Individuals

Beyond "Average": How iMario Is Building a Million Synthetic Individuals

Product · February 9, 2026

What Are Synthetic Individuals and Why They Can Represent Real Humans

What Are Synthetic Individuals and Why They Can Represent Real Humans

Academy · January 26, 2026

The Human API: Why We Are Building iMario.ai

The Human API: Why We Are Building iMario.ai

Product · January 19, 2026

Know anyone, anytime.

Building a world where the human voice is the heart of every business decision.

Blog — Synthetic Research Insights & Product Updates | iMario