Turn your static content into an interactive tool gets pitched as one piece of advice. But, it actually two. This idea aims to tackle two different problems and building the wrong tool wastes the content you were trying to save in the first place.
The Distribution Problem
Christian Pean is an orthopedic surgeon with more than 90 peer-reviewed papers to his name. Last month, Health Affairs published new CMS data on U.S. healthcare spending: $5.3 trillion, 18% of GDP, the fastest two-year growth rate since 1991. Serious research with real policy stakes. Yet, it's buried in a PDF full of tables.
Pean has watched this pattern for years. Important work gets published. It gets cited by other academics. Yet, it rarely changes how anyone practicing medicine or policy actually thinks. His diagnosis was blunt, so he rebuilt the report himself, turning it into a scrollable, cinematic interactive site. It was the kind of layout you'd expect from a major newsroom using AI tools to do it in about 20 minutes.
Nothing about the underlying research changed. What changed was whether anyone would actually engage with it. That's a distribution problem. Accurate, finished work that isn't reaching the people it's for.
The Retention Problem
Compare that to how the coaching and course world pitches the same idea. Platforms aimed at coaches and educators promise a live branded mobile app in under 30 days. They also promise it for a fraction of what a custom build used to cost. Their pitch leans on one statistic which is, that most online courses get abandoned within a week of purchase.
That's not a distribution problem. Nobody failed to find the course. They bought it and then stopped opening it. So the fix being sold here looks less like a new format for good material and more like habit-formation software such as streaks, push notifications, and daily prompts. Prompts that are designed to pull someone back to content they already own.
Both projects get described the same way: making static content interactive. They aren't the same project. One gets finished work in front of people who need it. The other squeezes more use out of people who already paid. Confuse the two and you'll build the wrong tool. A retention app shouldn't be wrapped around something that only needed to be seen and a beautiful one-off site shouldn't be built for something that actually needs daily structure.
The Part Neither Platform Sells
There's a reason the distribution version only works when someone with real expertise is directing it. AI can build a scrollable site, a calculator, and an interactive breakdown. And, it can do it in minutes. However, it has a difficult time deciding which fifteen data points out of a forty-page report actually matter. Or, which parts of a framework are load-bearing and which are filler. That judgment is the entire value of a finished tool. Skip it and you've built a fast, empty content container.
"The problem isn't the research. It's the medium."
That's the test to run before you build anything. Is your work finished and correct but unseen, or already purchased and just sitting unopened? The first is a distribution problem, and the fix is a tool that makes the work legible. The second is a retention problem, and the fix has more to do with habit design than with interactivity for its own sake. Either way, the tool isn't the hard part. Deciding what it needs to protect and surface from the original work is, and that's not something a platform can template for you no matter how fast it launches.