product-led growth
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Monetizing AI with Confidence: Proven Models, Smart Pricing, and ROI You Can Defend
Turning AI features into sustainable revenue requires more than a great demo; it demands crisp packaging, pricing discipline, and visible customer outcomes. I outline practical models—add-ons,…
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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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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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Year-End Reflection for Product Leaders: Values, Themes, and the 100‑Wishes Reset
Year-end reflection is more than a wrap-up—it’s a strategic reset for product leaders. In this narrative, I unpack a values-driven approach that replaces rigid goals with…
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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 Unified Product Analytics Into a Growth System
Build a trusted path from product behavior to business outcomes, then use shared metrics, experiments, and governance to make better growth decisions.
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Contextual Onboarding: A Practical System for Faster Activation
Learn how to define activation, route users by real product context, and test onboarding without mistaking completed steps for customer value.
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How Amplitude AI Feedback Turns Noise into Product Signal You Can Ship With Confidence
Customer feedback is abundant, but reliable product signal is rare. With Amplitude AI Feedback, I turn fragmented qualitative input into evidence-backed insights tied to real user…
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From Activation to Retention: A Practical Experiment System
A practical system for defining activation, proving its link to retention, and running experiments that improve durable product use.
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From Output to Outcomes: How I Align Stakeholders Around a True Product Operating Model
Shifting to a true product operating model means moving from “shipping roadmaps of features (output)” to achieving “business results (outcomes).” In this first-person playbook, I share…
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Dormant User Win-Back Strategy: A Practical Playbook
A practical framework for segmenting dormant users, rebuilding their path to value, orchestrating outreach, and measuring durable reactivation.
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25 High-Impact Career Paths for Software Engineers Beyond Coding: My Real-World Playbook
This first-person playbook shows how engineers can pivot into high-impact roles that go beyond coding while compounding their core strengths. I explain which skills transfer cleanly…
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How I Use ChatGPT to Supercharge Product Management: Workflows, Prompts, and PM Playbooks
ChatGPT has become a practical force multiplier in my product workflows, from discovery and strategy to delivery and growth. I use it to synthesize interviews, clarify…
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From KPIs to Comebacks: How I Lead Through Setbacks with Curiosity, Care, and Discovery
Setbacks don’t disqualify high-performing product teams—they define and refine them. In this reflective review of an All Things Product episode with Teresa Torres and Petra Wille,…
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PendomoniumX London: An Operating Model for AI Products
A practical operating model for turning AI pilots into trusted product workflows that customers discover, adopt, repeat, and teams can govern.
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Inside-Out vs Outside-In: How I Balance Both to Build Products Users Love—and CFOs Trust
Balancing inside-out and outside-in thinking is how I ship products users love and the business can trust. I set a clear product thesis, then validate it…
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Browse topics
- AI Strategy (315)
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