Signal Quality0 / 15—
Decision Capability0 / 15—
Your organization is currently
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Short definitionAI amplification
A 2–3 minute product leadership assessment
Can AI Trust Your
Product Signals?
Assess the product signals AI will amplify.
AI can summarize research, draft roadmap updates, analyze feedback, and support prioritization. But AI does not automatically create product clarity. It amplifies the quality of the signals already present.
Your individual answers stay in your browser. Anonymous progress and summary-result metrics help Mark understand whether the assessment is useful. A non-personal source label is recorded when one is included in the URL.
Your assessment
How ready are your signals?
0 of 6 answered
Your result
Your AI Signal Readiness Results
What this usually looks like
Patterns you may recognize
- How priorities and decisions move through the organization.
- How teams use customer, outcome, and delivery signals.
- How context, trade-offs, and learning are shared.
Your responses
Review your individual scores
Your quadrant shows the pattern. Your individual scores show where to start.
Signal Quality 3 questions
Customer Signal QualityHow current, representative, and decision-ready customer insights are.
— / 5Outcome VisibilityHow clearly success is defined and measured beyond shipping work.
— / 5Dependency TransparencyHow early dependencies, constraints, and delivery risks become visible.
— / 5Decision Capability 3 questions
Strategy ClarityHow clearly work connects to strategy, customer outcomes, and business priorities.
— / 5Decision VelocityHow quickly leaders make informed trade-offs as priorities or evidence change.
— / 5Signal TrustHow much stakeholders trust the product data, narratives, and context used in decisions.
— / 5The readiness matrix
Where your organization sits
AI Signal Readiness depends on both the quality of the signals and the organization’s ability to act on them.
- Signal Quality
- Signal Quality measures whether the organization’s inputs are clear, trusted, contextual, and ready to support a decision.
- Decision Capability
- Decision Capability measures whether the organization can interpret those signals, make trade-offs, assign accountability, and act on what it learns.
HighDecision CapabilityLow
High Decision Capability / Low Signal QualityHeroic Product Organization◆ You are here
High Decision Capability / High Signal QualitySignal-Driven Product Organization◆ You are here
Low Decision Capability / Low Signal QualityReactive Product Organization◆ You are here
Low Decision Capability / High Signal QualityAnalysis-Heavy Product Organization◆ You are here
LowSignal QualityHigh
Discuss with your team
Turn the result into a better decision
- 01
Which part of this result deserves the most attention from your team?
- 02
What is one signal or decision practice you could strengthen first?
- 03
How will you know that the change improved decision quality?
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