Remove Naming Remove Systems Review Remove Testing
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520: The future of AI in product management – with Mike Todasco

Product Innovation Educators

The discussion explores practical applications of AI tools like ChatGPT and Claude in product development, including MVP refinement, customer testing, and marketing content creation. Product managers can use AI to help make their tests simpler. This methodology helps teams identify the core value proposition quickly.

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

Product Innovation Educators

Experimental Approach One of their key experiments involved a blind testing methodology. Surprising Results In these blind tests, the AI-generated needs statements performed just as well asand in some cases better thanthose crafted by human analysts. Authenticity – How true was the need to what customers actually said?

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Strategy Blocks: An operator’s guide to product strategy

Lenny Rachitsky

Basic definitions Strategy has benefited from several excellent foundational frameworks over the years, from Michael Porter’s work to Good Strategy Bad Strategy , Playing to Win , and The Art of War , to name a few. Next, cluster related problems into broader themes, and give each theme a relatively short and pithy name.

Strategy 121
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Product in Practice: Evaluating If a New API is Needed

Product Talk

Chi started sitting in on quarterly business reviews with top vendors. These were review sessions Chis companys account management team was already having, and they gave her the chance to ask vendors about their order volume. Vendor integrates with a webhook system to receive status updates. Vendor creates a draft order.

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Product in Practice: Getting Started with Several APIs (And the Challenges I Faced)

Product Talk

This mostly worked, but it required a lot of administrative work to keep our systems in sync. There were dozens more that required that we make changes in all of our systems. At the heart of all of my administrative troubles was the need to move data in between disparate systems and to make sure that all of these systems were in sync.

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Common Usability Issues with Web APIs: And How Discovery Can Help

Product Talk

Field names werent descriptive and no further context was provided. Sometimes its due to documentation simply not being a priority. But more often than not, its due to the curse of knowledge. The easiest way to fix this is to test your documentation with real customers. Watch as the customer reviews the documentation.

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The Risks of Data Fragmentation + How to Fix Fragmented Data

Userpilot

This fragmentation occurs when critical business information becomes scattered across disconnected systems, creating dangerous blind spots for product managers trying to make informed decisions. Lets say youre testing a longer onboarding flow after a feature release and tracking results through your analytics platform. Sound familiar?