Results for “test”

Provides 20 standard operating procedures for growth teams, covering A/B testing, analytics tracking, and related growth workflows.

The science of learning through controlled experimentation. A/B testing isn't about picking winners—it's about building a culture of validated learning and reducing the cost of being wrong. This skill covers experiment design, statistical rigor, feature flagging, analysis, and building experimentation into product development. The best experimenters know that every test, positive or negative, teaches something valuable. Use when "a/b test, experiment, hypothesis, statistical significance, sample size, feature flag, variant, control, treatment, p-value, conversion rate, test winner, split test, experimentation, testing, statistics, feature-flags, hypothesis, growth, optimization, learning, validation" mentioned.

This skill guides selection of an appropriate provocative test for growth hormone deficiency (GHD) diagnosis in childhood cancer survivors when clinicians ask, "What test should I use to diagnose GHD in this survivor?" or "Which provocative test is appropriate for GHD evaluation?" It recommends using the same testing modalities as in the noncancer population, tailored to patient-specific contraindications.

Documents AI-built apps with architecture, permissions, secrets, and test coverage maps to make them reviewable before shipping.

Find and own a defensible market position by testing positioning claims, running crawl-walk-run rollouts, and auditing competitor messaging.

Audits and optimizes conversion points across the funnel, applying behavioral science to produce prioritized, testable hypotheses.

Pricing model design, competitive positioning, value metric selection, price testing, and pricing page optimization. Use when the user asks about pricing strategy, pricing models, price testing, value-based pricing, or competitive pricing analysis.

Plans a comprehensive app launch strategy, covering pre-launch ASO, press outreach, beta testing, launch-day activities, and post-launch optimization.

Plan, launch, and optimize paid ad campaigns across Meta, Google, and LinkedIn with audience targeting, budget allocation, and creative testing.

Maximize form completion rates for lead capture, contact, demo, and checkout forms through field audits, layout recommendations, and A/B test ideas.

Audit websites and landing pages for conversion issues and design evidence-based A/B tests using a scientific, customer-centric methodology.

Design high-CTR YouTube thumbnails with AI image generation, covering dimensions, safe zones, color strategy, text rules, face expression psychology, and A/B testing.

Optimizes form completion rates for lead capture, contact, demo request, application, survey, and checkout forms through structured audits and A/B test recommendations.

Optimize conversion rates with funnel analysis, A/B testing, statistical significance, and compliance-safe experiments.

Growth strategy for product-led and loop-driven growth systems. Use when building growth strategy, designing growth loops, planning acquisition channels, evaluating network effects, deciding when to scale, or coordinating product, engineering, data, and marketing around growth. For SEO audits use seo-and-aeo-strategy; for page/form CRO use conversion-rate-optimization; for A/B test design use ab-test-setup.

Audit websites and landing pages for conversion issues and design evidence-based A/B tests. Use when the user mentions "landing page isnt converting", "conversion rate", "A/B test", "why visitors leave", "objection handling", "bounce rate", "split testing", or "conversion funnel". Also trigger when diagnosing why signups are low, designing experiment hypotheses, or auditing checkout flows for friction points. Covers funnel mapping, persuasion assets, and objection/counter-objection frameworks. For overall marketing strategy, see one-page-marketing. For usability issues, see ux-heuristics.

Conversion rate optimization for marketing pages and lead-capture forms. Use when the user wants to improve conversions on a homepage, landing page, pricing page, feature page, blog CTA, contact form, demo form, or campaign page. For product onboarding use user-onboarding; for lifecycle email use marketing-automation; for pricing and paywalls use pricing-strategy; for A/B testing use ab-test-setup.

Designs growth experiments, tests acquisition channels, builds viral loops, and analyzes metrics to optimize conversion funnels.

Defining KPIs, tracking events, and dashboards: North Star Metric, funnel and cohort analysis, test-intelligence views. GA4/Amplitude/Mixpanel/PostHog. Use when metrics design is needed.

Design and optimize popups, modals, and overlays to capture leads and increase conversions without damaging user experience.

Analyze marketing pages and forms to provide actionable recommendations for improving conversion rates.

Diagnose page conversion readiness with a weighted scoring index and deliver prioritized, evidence-based CRO recommendations.

Diagnose why a page is or is not converting and provide prioritized, evidence-based recommendations for improvement.

Optimize signup, registration, and trial activation flows to reduce friction and increase completion rates.

Diagnoses page-level conversion problems, scores conversion readiness, and delivers prioritized, evidence-based optimization recommendations.

Diagnose why a web page is or is not converting and produce prioritized, evidence-based optimization recommendations with a readiness score.

Analyze landing pages and funnels to identify conversion barriers and deliver actionable, prioritized recommendations for improvement.

Design and optimize in-app paywalls, upgrade screens, and upsell modals to convert free users to paid or upgrade to higher tiers.

Diagnose why a page is or is not converting and provide prioritized, evidence-based recommendations for conversion optimization.

Improves mobile conversion rates by fixing page speed, CTA visibility, form usability, and hover-dependent interactions, with guidance on real-device testing.