Tests Catalog

Aligning experiment design with GA4: primary metrics and key events, variant tracking, consent gaps, session vs assignment splits, and attribution pitfalls when comparing test results to analytics reports.

Connect qualitative discovery to experiment design: from interview synthesis and testable hypotheses to metrics, audience fit, guardrails, and interpreting A/B results against user evidence.

Advanced platform strategy: envelopment, governance conflicts, complement innovation, and anti-patterns. Mix of single-answer and multiple-answer items.

Platform design in practice: seeding sides, governance, APIs, and monetization trade-offs. Mix of single-answer and multiple-answer items.

Foundations of platforms versus products: sides, network effects, and when platform strategy fits. Mix of single-answer and multiple-answer items.

Advanced competitive strategy: ecosystems, second-order effects, war-gaming, and ethical intelligence. Mix of single-answer and multiple-answer items.

Structured competitive work: battlecards, buyer criteria, moats, and turning intel into roadmap bets. Mix of single-answer and multiple-answer items.

Basics of competitor mapping: who counts, what to compare, and how insights inform product decisions. Mix of single-answer and multiple-answer items.

Advanced vision craft: portfolio coherence, multi-sided narratives, principle systems under conflict, and governing vision through scale and M&A. Mix of single-answer and multiple-answer items.

Operationalizing vision: principles, strategy links, communication rituals, and resolving conflicts with OKRs and roadmaps. Mix of single-answer and multiple-answer items.

What a product vision is for: audience, clarity, principles, and how vision differs from roadmap features. Mix of single-answer and multiple-answer items.

Advanced experimentation: interference, switchback/cluster designs, sequential testing, heterogeneous effects, and decision quality under uncertainty. Mix of single-answer and multiple-answer items.