Free · 4 minutes · No signup required

How good are your data-driven decisions? Find out in 4 minutes.

Face 3 real business scenarios. Get scored on analytical rigor, strategic thinking, and bias detection. Free.

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No credit card · No account needed · Instant results

3 real-world scenariosAI-analyzed reasoningPersonalized score
How it works

Three steps. Four minutes. Real clarity.

01

Read a real scenario

You'll face a messy, real-world business situation — conflicting data, ambiguity, and time pressure. Just like the decisions you make every day.

02

Decide & explain why

Choose your course of action, write out your reasoning, and rate your confidence. Our AI reads how you think — not just what you pick.

03

See your decision profile

Get scored on analytical rigor, strategic thinking, and bias detection. Discover your cognitive blind spots — instantly, for free.

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Takes 4 minutes · No account required

Real scenarios
Messy data, time pressure, and ambiguity — not sanitized textbook problems
AI reasoning analysis
We don't just score your answer — AI reads your reasoning to find hidden biases
4 minutes
3 real-world scenarios — enough to reveal decision patterns, fast enough for anyone
Instant results
Get your decision quality score and cognitive blind spots immediately after finishing
The problem

Everyone claims to be data-driven. Almost nobody actually is.

Companies invest millions in analytics tools and training. But when the data is messy, the stakes are real, and time is short — most professionals fall back on gut instinct and cognitive shortcuts.

Existing assessments test knowledge — can you define a p-value? Can you read a funnel chart? But they never test judgment — can you actually make a better decision when the signal is buried in noise?

73%

of executives say their organization is data-driven

29%

can actually connect analytics to measurable business outcomes

~$9.7M

average annual cost of poor data quality per organization

Traditional assessments
  • Test if you know definitions and frameworks
  • Use clean, sanitized data scenarios
  • Produce pass/fail certifications
  • Ignore reasoning quality entirely
Signal > Noise
  • Tests real judgment under ambiguity and pressure
  • Uses messy, conflicting real-world data
  • Delivers nuanced cognitive profiles with bias mapping
  • AI analyzes your written reasoning for hidden patterns

Curious where you actually stand? The free assessment takes 4 minutes.

Start Free Assessment
Two specialized tracks

Choose your assessment path

Start with 3 free scenarios to see how it works. Want the full 16-scenario deep dive? Upgrade anytime.

Track 01
16 scenarios~25 min

Product Management

Strategic thinking under uncertainty

Navigate real product dilemmas — feature prioritization with conflicting metrics, market expansion with incomplete data, A/B test interpretation with hidden confounds. Tests the judgment that separates good PMs from great ones.

Sample scenario

“Your SaaS launched a redesigned onboarding. Activation jumped 34% → 41% — but marketing shifted ad spend, cohort size dropped 40%, and support tickets rose 18%. Ship to 100%?”

Dimensions tested
Analytical RigorStrategic ThinkingRisk ManagementStakeholder JudgmentPrioritizationExperiment Design
Best for
Product ManagersEngineering LeadersGrowth Teams
Track 02
16 scenarios~25 min

Data Analysis

Signal extraction from noise

Face real analyst challenges — correlation vs. causation traps, dashboard prioritization under resource constraints, ethical data dilemmas, and statistical reasoning with misleading charts. Tests whether you find the real story in data.

Sample scenario

“Mobile app users show 2.4x higher LTV than web users. The VP wants to shift all budget to mobile acquisition. But dig deeper — is this signal or selection bias?”

Dimensions tested
Signal ExtractionData StorytellingAnalytical RigorEthical JudgmentStakeholder ManagementPrioritization
Best for
Data AnalystsData ScientistsAnalytics Teams
Why Signal > Noise

The assessment that goes deeper than any certification

We combine scenario-based testing, AI reasoning analysis, and confidence calibration to measure what actually matters: how well you think under pressure.

AI reads your reasoning

We don't just score which option you picked. Our AI analyzes your written explanation to identify cognitive biases, reasoning depth, and patterns you can't see yourself.

Confidence calibration

We measure the gap between how confident you feel and how good your decisions actually are. Overconfidence is the #1 silent killer of data-driven decision making.

Cognitive bias fingerprint

Get a personalized map of your specific biases — anchoring, confirmation bias, availability heuristic, and more. Not generic advice, but your actual cognitive patterns.

Peer benchmarks

See how you stack up against other professionals in your role and industry. Understand where you're genuinely strong and where you're behind the curve.

Team analytics

Aggregate results to see team-wide blind spots, cognitive diversity, and complementary strengths. Build better teams with data on how your team actually thinks.

Actionable playbook

Not just a score — a prioritized list of specific actions to improve your decision quality, with timeline and difficulty ratings. Export as PDF for leadership review.

Go deeper

Liked the free preview? Get the full picture.

The free 3-scenario assessment shows a snapshot. The full assessment with 16 scenarios reveals your complete decision-making profile.

Launch pricing
$49$19.99one-time

Full AI-powered decision intelligence profile.

  • Full 16-scenario assessment
  • AI reasoning analysis by Claude
  • Cognitive bias fingerprint
  • Peer benchmarking percentile
  • Personalized action playbook
  • Exportable PDF report
Get Full Assessment — $19.99
100% money-back guarantee — not useful? Full refund.

or try the free 3-scenario preview first

Still reading? You could be done by now.

3 scenarios. 4 minutes. Find out how you actually make decisions when the data is messy and the stakes are real.

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No credit card · No account needed · Instant results