Learning Brief — 2026-07-09

What we covered

• AI news: AI Model Landscape Shifts with New Releases and Features
• PM news: Snapbar's Reinvention: A Case Study in Agile Product Management
• PM learning: Reinventing Product Experience: Lessons from Snapbar's Transformation

Mental model

When faced with disruption, redefine your product's core purpose rather than just adapting your existing offering.

Summary

OpenAI's GPT-5.6 and ChatGPT Work have been announced, with a focus on surpassing competitors like Anthropic in price, speed, and productivity. This isn't just a model upgrade; it's a strategic move to redefine their service offering. Meta has entered the AI coding arena with Muse Spark 1.1, targeting automation for large-scale coding projects and bug fixes, appealing to enterprises looking for enhanced coding efficiencies. Google has implemented a new feature in its ad platforms that labels whether ads were created or edited using AI, providing transparency to users about the origin of ad content.

Recently, Snapbar made headlines by successfully reinventing its photo experience platform not just once, but twice, adapting to changing market conditions and user needs. In a conversation with co-founders Sam and Joe Eitzen, they shared how they navigated these pivots, particularly during the COVID-19 pandemic when their original business model was severely impacted. The key takeaway? They adopted a flexible product management approach, leveraging user feedback and rapid iterations to redefine their offering. They effectively combined AI technologies with a deep understanding of customer pain points, which allowed them to pivot quickly and effectively.

For senior product managers like you, this highlights the importance of being agile and responsive to shifts in the marketplace. When facing a crisis, Snapbar didn’t just look for a temporary fix; they explored how to fundamentally enhance their product to meet new demands. They also emphasized the role of cross-functional collaboration, ensuring that insights from marketing, engineering, and customer support were all integrated into the product development process.

This case serves as a powerful reminder that successful product management is about more than just delivering features—it's about creating value in alignment with user needs and market dynamics. As you work on your own product strategy, consider how you can incorporate flexibility and user feedback into your roadmap to stay ahead in a rapidly changing environment.

Here's the thing: in product management, we often face the daunting task of reinventing our offerings and adapting to changing market conditions. The story of Snapbar, a company that pivoted not once but twice, is a goldmine of insights on this topic. Sam Eitzen, the Co-founder and CEO, shares how they transformed their business model during the COVID pandemic and then again with the rise of AI. What that means in practice is that as PMs, we need to embrace flexibility and keep a pulse on the evolving landscape around us. The move here is to not just iterate on what you have, but to consider completely new paradigms when the market demands it.

For instance, Snapbar initially offered photo booth experiences for events. When COVID hit, they quickly pivoted to virtual experiences, which allowed users to create and share their own photo moments online. This wasn’t just a tactical shift; it was a fundamental rethinking of their value proposition. They not only survived the pandemic but laid the groundwork for further innovation by incorporating AI into their offerings, allowing for more personalized and engaging user experiences. This illustrates a powerful mental model: when faced with external disruption, assess not just how to adapt your existing product, but how to redefine your product's core purpose in a new context.

Connecting this to your strategic decisions—whether you’re building, measuring, or aligning stakeholders—it's crucial to maintain that adaptability. Ask yourself: if we were starting from scratch today, what would we build? This exercise can lead to breakthroughs in product strategy and user engagement.

Now, here’s a specific action you can take this week: gather your team and conduct a ‘future-back’ workshop. Instead of starting with your current product, envision the needs of your users five years from now. What technologies or trends might emerge? How could your product evolve to meet these future demands? This exercise not only pushes creative boundaries but can also inform your current roadmap in innovative ways.