Granola Crunched: Going Viral Through Customers

This case study was created from an episode of the Product Marketing Adventure Podcast. It has been adapted into Dusted's case study format to preserve and showcase the guest's real-world experience. Written to preserve the voice of the true author, Jack Cully.

Granola is the AI notepad for people in back-to-back meetings. It lives on your computer or phone, lets you take rough notes while it transcribes in the background, then turns those notes into readable summaries so you can stay focused on the conversation. We’re based in London with a team of about 50 that’s still growing. The big shift for us has been moving from a pure notes app toward one that makes the most of meeting context—we had just launched MCP so Granola can talk to ChatGPT, Claude, and other AI apps.

We already had strong product-market fit and genuine word-of-mouth. Users swore by it, feedback forms were full of praise, and people were talking about us on AI Twitter. But most of that love stayed behind closed doors. We wanted more visible, public conversation about Granola online without forcing anything gimmicky.

Every marketer dreams of their own Spotify Wrapped, but most recaps have become noise. We needed something that felt genuinely valuable rather than a shallow feature-count gimmick. Granola knows a surprising amount about users—the phrases they use, who they spend time with, decisions they make, projects they advance, achievements they celebrate. The opportunity was to turn that context into something people would actually want to share.

At the same time we had hard constraints. We couldn’t roast people (early tests felt mean and didn’t work the way they do on Spotify). We had to stay accurate, respectful, and safe around confidential meeting content—especially for people in HR, recruiting, or anyone discussing roadmaps or sensitive topics. Nothing could ship unless it made users feel truly seen, gave them an acceptable way to talk about themselves, and stayed positive enough that they’d proudly put their name on it.