retention analysis
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Master the Five Stages of Software Experience Maturity and Prioritize What to Fix First
Experience quality compounds, and a five-stage maturity model turns that truth into a practical plan. Use it to align teams, prioritize the right fixes, and link…
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Four High-Impact Lifecycle Journeys to Run in Pendo Orchestrate for Activation and Retention
Pendo Orchestrate makes it possible to deliver the right message at the right time across the entire customer lifecycle. I run four core journeys—onboarding, activation, expansion,…
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Why I’m All-In on INDUSTRY 2025: 5 Powerful Reasons For Product Leaders at The Product Conference
INDUSTRY 2025 is my must-attend event to sharpen product strategy, deepen AI fluency, and learn directly from operators who ship. I’m prioritizing outcome-driven roadmapping, continuous discovery,…
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How to Turn Pendo Adoption Signals Into Revenue Growth
A practical operating model for connecting Pendo guides and usage signals to activation, retention, expansion, and measurable revenue outcomes.
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A Proven Go-to-Market Playbook: Align ICPs, Positioning, Pricing, Channels, and Launch for Revenue
Use this practical go-to-market playbook to turn features into revenue. You’ll clarify ICPs, sharpen positioning and value proposition, and align pricing to what customers truly value.…
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Quantitative Metrics vs. Qualitative Insight: How I Balance Data and Discovery to Grow Products
Numbers show what is changing; human insight explains why. I share a practical cadence for combining quantitative metrics with qualitative discovery to make sharper product decisions.…
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Healthcare Product Benchmarks That Matter: Actionable Metrics and Playbooks From Our Report
Healthcare product benchmarks create the clarity we need to prioritize the right bets and move faster with confidence. In this narrative, I share how I use…
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The New AI Playbook for Product Portfolio Optimization: Slash Complexity, Boost ROI
Product portfolio optimization isn’t a once-a-year exercise—it’s a living system. I use AI to turn noisy signals into clear decisions, aligning initiatives to outcomes vs output…
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Game-Changing Product Benchmarks Every Media & Entertainment Leader Must Know
Benchmarks give product teams in media and entertainment an objective way to align strategy, prioritize roadmaps, and accelerate outcomes. This guide highlights the product metrics I…
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How to Build an Amplitude-Led Product and Content Loop
A practical operating model for turning Amplitude funnels, cohorts, and experiments into content decisions that improve activation and durable usage.
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Enterprise Go-To-Market That Wins: How Product Marketing Supercharges Analytics Adoption
Enterprise go-to-market succeeds when product marketing and product operate as one. I rely on Amplitude analytics, A/B testing with clear MDE, and continuous discovery to translate…
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How to Connect Voice of Customer to Behavioral Analytics
A practical method for linking customer feedback to cohorts, funnels, activation, retention, and experiments that support defensible roadmap decisions.
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Retail and Ecommerce Product Benchmarks That Drive Growth
A practical framework for turning retail and ecommerce benchmarks into cleaner funnels, sharper experiments, and growth decisions you can defend.
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Analytics-Led Product Growth: A Practical Operating System
A practical operating system for connecting trustworthy product data to activation, retention, experiments, and roadmap decisions that drive durable growth.
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A Practical Measurement System for B2B Product-Led Growth
Build a B2B PLG scorecard that connects user activation to account retention, expansion signals, and revenue without relying on vanity metrics.
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Automated Insights for Product Teams: Uncover Causal ‘Aha’ Moments in Minutes, Not Weeks
Automated insights change the analytics game by surfacing causal patterns and “aha” moments in minutes, not weeks. Instead of manual, exhaustive searches, I get ranked hypotheses…
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Unlock Real-Time Product Insights: Amplitude + OpenAI MCP in ChatGPT, Without BI Bottlenecks
Connecting Amplitude analytics to ChatGPT via OpenAI’s MCP brings product insights directly into the flow of work. I can ask natural-language questions about activation, retention, and…
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Product Analytics for Everyone: Master Funnels, Retention, and Conversion to Drive Growth
Product analytics becomes a superpower when it’s owned by the whole team, not just analysts. In this piece, I break down how funnels, retention, and conversion…
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Activation to Win-Back: A Practical Retention System
Build a lifecycle operating system that defines activation, repairs retention leaks, and wins dormant users back by restoring meaningful product value.
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How to Turn Enterprise Positioning Into Measurable Adoption
A practical model for connecting enterprise positioning to activation, retention, and account expansion without mistaking attention for adoption.
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