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529: Is this the best AI-powered market research approach? – with Carmel Dibner

Product Innovation Educators

Sometimes, these rarely mentioned needs represent the greatest opportunities for competitive differentiation. She has worked closely with researchers at the MIT Sloan School of Management to experiment with new AI techniques and has successfully applied machine learning to answer her clients most difficult research questions.

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The overlooked differentiator: how customer support fuels success 

Alchemer Mobile

Why customer support is an overlooked differentiator Product features, pricing, and branding all play key roles in differentiating your organization from the laundry list of competitors, but theres one often-overlooked factor that can make or break customer loyalty: how well you support your customers. They are unmatched.

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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. However, just because customers want them doesnt mean theyre delivering the level of differentiating value your organization needs to meet its own goals.

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AI and Product Strategy

Roman Pichler

Note that Ive decided not to state the names of the tools I found, partly as the AI landscape is changing rapidly and partly as you should research and select the tools that work best in your context rather than trusting my judgment. [2] 2] Market Research AI-based tools can discover user and customer trends using predictive analytics.

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How Alchemer solves the biggest challenges in digital feedback

Alchemer Mobile

To better understand the common challenges organizations face with digital feedback tools, we conducted a comprehensive market research study that revealed several critical pain points. While reaching them through digital channels should be easy, it often proves to be a challenge.

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Special: The 7 Knowledge Areas of Product Mastery in 2025 – with Chad McAllister, PhD

Product Innovation Educators

These knowledge areas include product innovation management, strategy, portfolio management, process, design and development, market research, and culture and teams. Market Research Market research is crucial for understanding customer needs, market trends, and competitive landscapes.

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Playing to Win by Roger Martin

Sachin Rekhi

All successful how-to-win choices boil down to one of the two approaches: cost leadership or differentiation. This differentiation can be driven by product design, product performance, quality, branding, advertising, distribution, and more. Your how-to-win choices are therefore intimately tied to your where-to-play choices.