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How I Use ChatGPT to Supercharge PM: Smart Workflows, Killer Prompts, and Real-World Wins
Read more: How I Use ChatGPT to Supercharge PM: Smart Workflows, Killer Prompts, and Real-World WinsChatGPT has become a quiet force multiplier in my product leadership—accelerating discovery, clarifying roadmaps, and sharpening stakeholder communication. I use it to draft PRDs, structure A/B tests and MDE, and synthesize research without compromising privacy or quality. With prompt patterns, context window management, and a retrieval-first pipeline, I keep outputs precise and grounded. Guardrails like…
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Vibe Check Part 2: Feel Something, Measure Everything with High-Impact Amplitude Analytics
Read more: Vibe Check Part 2: Feel Something, Measure Everything with High-Impact Amplitude AnalyticsEmotion should win hearts, and data should prove it. In this second installment, I show how I use Amplitude analytics to measure vibe marketing with precision—from event taxonomy and data governance to activation funnels and retention analysis. I outline how to size A/B tests with minimum detectable effect (MDE), protect guardrails, and connect campaigns to…
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The Product Positioning Statement Playbook: Build a Message That Wins and Endures
Read more: The Product Positioning Statement Playbook: Build a Message That Wins and EnduresA durable product positioning statement separates products that endure from those that fade. In this playbook, I share how to define your audience, anchor your category, and crystallize a value proposition that buyers believe. I outline a simple scaffold you can draft in minutes, plus practical ways to pressure-test it through discovery, analytics, and go-to-market…
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Taming 1,000+ Vendor Emails: How Xelix’s AI Helpdesk Delivers Fast, Confident Answers
Read more: Taming 1,000+ Vendor Emails: How Xelix’s AI Helpdesk Delivers Fast, Confident AnswersVendor communication is noisy, costly, and ripe for AI—if you build it right. I break down how an AI Helpdesk can transform 1,000+ daily vendor emails into structured tickets enriched by ERP data, with pre-drafted replies and confidence scores. You’ll learn why a retrieval-first pipeline outperforms model-first approaches, how to drive adoption with an inbox-to-ticket…
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Inside-Out vs Outside-In: How I Balance Both to Build Products Users Love—and CFOs Trust
Read more: Inside-Out vs Outside-In: How I Balance Both to Build Products Users Love—and CFOs TrustBalancing 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 with analytics, in-app signals, and customer feedback. By focusing on onboarding, user activation, and retention analysis, I turn intent into measurable outcomes. Software experience management ties it all together…
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AI Won’t Replace Engineers—Engineers Using AI Will: A Practical Playbook for Your Next Move
Read more: AI Won’t Replace Engineers—Engineers Using AI Will: A Practical Playbook for Your Next MoveAI is automating tasks, not eliminating software engineers. The real opportunity is to shift from rote implementation to systems thinking, product discovery, and responsible AI Strategy. I outline how gen ai boosts DORA metrics, where the risks lie (and how to govern them), and which alternative career paths are accelerating—from LLM platform engineering to SRE…
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5 Costly UX Research Pitfalls I See Often—and How AI + Qual Insights Prevent Them
Read more: 5 Costly UX Research Pitfalls I See Often—and How AI + Qual Insights Prevent ThemUser research can accelerate roadmaps—or quietly derail them. In this piece, I share five common UX research pitfalls I see across teams and how to avoid them with clear decision framing, neutral methods, and balanced recruiting. I show how to pair Amplitude analytics with qualitative interviews to get beyond the what and into the why.…
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Stop Falling for Hollywood Demos: The Unfiltered Truth of Live AI Voice for Support
Read more: Stop Falling for Hollywood Demos: The Unfiltered Truth of Live AI Voice for SupportPolished “Hollywood demos” can dazzle, but they rarely reveal how an AI Agent behaves under real-world pressure—especially on voice. Live demos expose the hard parts that matter: latency with purpose, turn-taking, tone, and adaptability to unscripted conversations. The Fin Voice demo at Pioneer showcased those realities in 90 seconds, from identity verification to a completed…
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Global Invoicing Nightmares: Hard-Won Product Lessons on EU Tax, Compliance, and Customer Value
Read more: Global Invoicing Nightmares: Hard-Won Product Lessons on EU Tax, Compliance, and Customer ValueGlobal invoicing looks simple until one regulatory edge case blocks the very moment your customer tries to pay. In this episode, I unpack how EU tax compliance becomes a product problem, not just a legal one, and why story mapping is essential to bridge the gap between “we shipped it” and “customers got value.” You’ll…
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From Sketch to Clickable Demo: My AI Prototyping Playbook to Build Apps in Hours
Read more: From Sketch to Clickable Demo: My AI Prototyping Playbook to Build Apps in HoursI share a practical playbook for turning napkin sketches into clickable AI prototypes in hours. You’ll see how I frame outcomes and MDEs, generate UI quickly, wire AI logic safely, and instrument analytics for learning. The process blends agentic AI with lightweight data plumbing to validate assumptions fast. I also cover governance must-haves—privacy-by-design, data controls,…
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Cut Time to Value, Boost Retention: My Proven Playbook for Activation, Growth, and Loyalty
Read more: Cut Time to Value, Boost Retention: My Proven Playbook for Activation, Growth, and LoyaltyTime to value is the strongest early signal of long-term retention and efficient product-led growth. By mapping a Minimum Path to Value, removing friction with smart defaults and guides, and instrumenting activation with analytics, we can deliver meaningful outcomes in minutes. A/B testing onboarding, aligning cross-functional messaging, and packaging trials to unblock first value further…
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Win AI Search: Proven Playbook to Get Your Startup Recommended by ChatGPT & Perplexity
Read more: Win AI Search: Proven Playbook to Get Your Startup Recommended by ChatGPT & PerplexityAI search is becoming the new homepage for startups, and the brands that win are the ones models can clearly identify, verify, and cite. In this playbook, I explain how to structure entity identity, ship answer-first pages, and add schema.org so content is machine-readable. I show why credible third-party citations and fresh release notes move…
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