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Don’t Use Generative AI to Replace Discovery with Real Humans

Product Talk

I’m disappointed to see the rise of generative AI tools that are designed to replace discovery with real humans. But when we use generative AI to replace customer interviews , to generate opportunity solution trees , or to do our thinking for us, we fundamentally misunderstand the purpose of discovery. Don’t get me wrong.

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Opportunity Solution Trees: Visualize Your Discovery to Stay Aligned and Drive Outcomes

Product Talk

Opportunity solution trees help product teams chart the best path to their desired outcome. They keep the team aligned as they manage the messy cycles of continuous discovery. How do you test to make sure your opportunity is not a solution in disguise? How does an opportunity solution tree connect to a product roadmap?

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Mental Models for Product Managers – Part 2

The Secret PM Handbook

In this part we dive into what you really came here for – product management-specific mental models. Why are product management-related mental models different? The mental models I’m going to talk about share two key characteristics: They are about about products. Who the product is for (the market).

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Opportunity Mapping: An Essential Skill for Driving Product Outcomes

Product Talk

The following is an excerpt from my upcoming book, Continuous Discovery Habits. This is why digital products are never complete. Most product teams are devoted to serving their customers and when they hear about a need or a pain point, they want to solve it. It’s the opening to my chapter on Opportunity Mapping. Tweet This.

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The decade software ate the world

Intercom, Inc.

And that changes a lot: how we think about marketing, how we think about what our product is and how we think about what customer success actually is…This shift moves us from brand promiscuity to brand loyalty.”. Apple finally relented and joined the streaming game in 2015. Television has similarly been consumed by the streaming revolution.

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What is Product Intelligence?

Amplitude

Product Intelligence software helps teams use their customer data to build great product experiences. Product Intelligence is a response to these shifts—changes in how we interact with products, and how companies are competing to retain, delight, and engage customers. Today, we—the product-using public—have more choices.

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Hook trial users from their first use

Intercom, Inc.

The AIDA model described four cognitive phases that buyers follow when accepting a new idea or purchasing a new product: A problem comes to the customer’s attention. This creates interest in the benefits of a product or service. The customer decides to buy the product. But AIDA originated before the birth of digital products.