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AI is Changing How Product Managers Learn For the Better

Product Management University

Market Analysis Before and With AI Customers are clamoring for a number of improvements to your product and youre on a mission to get them funded and on the roadmap. AI has no idea which sales deals are hinging on your roadmap. AI doesnt know if anything on your proposed roadmap will open up new markets, etc.

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How to Conduct a Competitor Analysis: A Practical Guide for Product Managers

BrainMates

Use these insights to refine your roadmap, adjust messaging, or highlight competitive advantages. Conclusion: Make Competitor Analysis a Strategic Habit Competitor analysis isn’t a one-off exercise. Where do we stand relative to our competitors? Are we ahead, on par, or lagging?

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From Stacking Features to Shaping Value: A New Product Building Model

UX Planet

Then, a budget is discussed, features are scoped, and everything is put into a phased roadmap. That roadmap is handed to product managers, who work with execution teams to begin “building.” Because we’re still treating product delivery like a cataloging exercise — build the system, then arrange everything into folders and flows.

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Coherence, Outcomes, and Dictation

Tyner Blain

Just as you change collaboration patterns through changing how you develop roadmaps, you change the conversation with leaders through how you orient towards supporting them. What the product manager brings to bear is a deeper understanding of the specific mechanism of value creation being potentially exercised.

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How Product Managers Can Define a Product Vision to Guide Their Team

Speaker: Christian Bonilla, VP of Product Management at UserTesting

Defining the product vision is a high-stakes exercise, which makes it all the more important to avoid some common pitfalls product managers encounter: confusing the company’s vision with their product vision, defining a vision that’s too abstract to be useful in strategic planning, or combining the “what” and the “how” in the product vision.

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How Companies Are Funding User Research in 2025: Insights from the User Interviews Research Budget Report

DevelopmentCorporate

These projects often focus on emerging user needs, innovation themes, or future roadmaps. This dual scenario planning is a valuable exercise for any research leader. Its hard to quantify the value of a sentiment analysis platform or insight repository until it accelerates decisions or helps prevent a costly misstep.

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Unlock Your Tech Career Potential with the Career Transition Compound Effect

People-First Product Leadership

This guide distills the key lessons and actionable strategies from my journey, offering you a roadmap to navigate your own career pivots in the tech industry. Commit to Continuous Learning : While exercising and during any breaks in the day, I increased my learning of CRM and tech opportunities.