Loss of distribution to Google and Microsoft
Turbo AI
The real risk is not losing a feature, it is losing the place where users already store files, join meetings, and write notes. Turbo AI depends on sitting on top of Google Drive, Notion, and Canvas, while Google and Microsoft are steadily baking AI summarization, note taking, and document assistance into Drive, Meet, Docs, Teams, and OneNote. Once those workflows are native, a separate tool becomes easier to drop.
-
Google now includes Gemini across Drive, Docs, Slides, Chat, and Meet in many Workspace plans, and its Meet note taking flow saves summaries directly into Google Docs and Drive. That means the file storage, meeting surface, and AI layer are already bundled in one product.
-
Microsoft is doing the same inside Teams and OneNote. Copilot can generate meeting notes, pull out action items, and summarize notes inside apps many schools and enterprises already pay for through Microsoft 365. That shifts buying logic from best standalone tool to good enough included feature.
-
This pattern has already shown up in adjacent categories. Pitch and Gamma both face pressure because Microsoft and Google can fold AI creation into PowerPoint, Slides, and Office bundles. Turbo AI is exposed to the same dynamic, but in education workflows where platform lock in is even stronger.
Going forward, the winners in this category will be the products that own a workflow incumbents do not handle well, not the ones that simply summarize content faster. Turbo AI needs to become the system users return to for study workflows, collaboration, and institution specific content, before Google and Microsoft turn AI note taking into default infrastructure.