As subscription fatigue grows, brands must rethink retention strategies beyond monthly billing. Here are a few innovative, value-driven ways to build loyalty and recurring engagement without locking customers into another subscription.

The buy and vibe code approach is generating a lot of buzz. But this strategy raises significant concerns around who’s accountable for maintaining platforms modified via vibe coding. As software companies consider how to respond to this approach, they should look to proven models. Analyzing how popular open-source communities operate may offer a perspective on how these companies adapt as customers use AI coding tools.

Google announced five changes to how the search engine will show links and citations within its AI Search features – AI Mode and AI Overviews. These changes aim to make it “easy for you to connect with authentic voices and explore useful information across the web,” Google’s Hema Budaraju, VP, Product Management, wrote.

Meta is reportedly working on two new agentic artificial intelligence tools, which would enable users to let its AI systems conduct tasks on their behalf, including shopping, with minimal human guidance.

While AI can assist with technical tasks and even generate usable outputs, it still depends heavily on detailed human input, structured data and technical oversight to produce meaningful results.

Email is crucial to business success, but many marketers still struggle to measure ROI and make the case for more investment.