A C3RESEARCH PRODUCT
ADXI.ai — AD eXponential Intelligence
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ADXi builds strategic clarity, evidence-based brand identity and creative diagnostics upstream — so the brief, the idea and the execution are stress-tested before production spends a dollar.

No guesswork. No wasted spend.
Just evidence, before the brief exists. Enter the system ↗
Strategy Gaming✦ Idea Workbench✦ Ad Foundry✦ AQ Refinery✦
Strategy Gaming✦ Idea Workbench✦ Ad Foundry✦ AQ Refinery✦
// Why “exponential”

Exponential Intelligence Architecture

ADXI connects the full advertising-development process, from market diagnosis and strategy to ideas, executions and effectiveness evaluation.

The same evidence moves through every stage. Each module adds intelligence the next can use, while AQ feeds what it learns back into the system. Nothing restarts from zero. The intelligence compounds.

The operating principle Human judgement sets the direction. ADXI carries that intelligence forward, multiplies the options, and improves the work at every pass.
04 Core modules
29 Diagnostic constructs
1,155 Expert items
// How intelligence compounds {{ expMult }}
LINEAR ADXI 01 02 03 04
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The System

Every stage compounds the intelligence of the last

Five modules, one compounding chain. Research feeds ideation, ideation feeds execution, execution gets scored — nothing moves forward on taste alone.

01020304 // 5C EVIDENCE // DEGREES OF FREEDOM GROUNDED DIAGNOSIS · DIVERGENT CHOICES
// INNUMERABLE IDEAS ANONYMOUS REVIEW // CONVERGE · 2–3
// ONE CONCEPT // EVERY FORMAT
// ATTENTION IS THE MULTIPLIER SAME E + P. ONLY ATTENTION CHANGES. 11256 0 A = 1.0A = 0.5A = 0.0 AQ = ATTENTION × ( ENGAGEMENT + PERSUASION )
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01. Strategic fit 02. Attention · engagement · persuasion

From good
to great ads.

Diagnose weaknesses. Refine and re-score until the work is ready.

The AQ
Framework

Five dimensions · Twenty-nine constructs
AQ = Attention × (Engagement + Persuasion) // The scoring spine — confidence: high
Ref. Dimension · diagnostic question · constructs
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Strategic fit is scored before all others — an ad that solves the wrong problem cannot be rescued by execution. Total: 29 constructs
“

In a world of undifferentiated brands and generic advertising, ADXI.ai can help build strong brands and powerful advertising.

— ADXI.ai Vision Statement, 2026
// The house behind ADXi
C3Research C3RESEARCH

Founded in 2003 by Dr. Samar Das — a marketing scholar and former industry executive — to bridge the gap between rigorous academic research and practical industry application.

c3research.com ↗
// Also from C3Research Weblab

Where ADXi scores the ad, Weblab scores the destination — the same research discipline pointed at websites, apps and ecommerce. It runs on I3R, a proprietary model of how people engage with digital environments across Information, Interactivity and Image.

weblabresearch.com ↗
25+ Years of experiencein consumer research
Global Research teamsoperating worldwide
Lab Controlled studiesnot field noise
IP Proprietary frameworkswith theoretical grounding
// Start upstream

Great advertising starts before the brief.

Bring a brief, a category or a rough cut. We'll show you what the evidence says before you commit to production.