The PM

Web browsing and cited sources baked into your Notion workspace

“The job-to-be-done is unambiguous: synthesize external information into a Notion doc without leaving the tab. That's a real friction point for anyone using Notion as a second brain or team wiki — the copy-paste-cite loop from browser to doc is genuinely painful and Research Mode kills it. Onboarding is effectively zero because it surfaces inside a workflow the user already has; there's no new app to learn, no new mental model, just a new slash command or AI prompt. The gap is completeness around source control — users can't currently filter by date range or exclude domains, which means research tasks with recency requirements still need a dedicated tool running in parallel.”

Run Python & R code inside your search sessions, sandboxed and persistent

“The job-to-be-done is narrow and well-scoped: take data you just found through search and immediately do something computational with it, without context-switching. That's a real gap that currently requires copy-pasting between Perplexity and a notebook or ChatGPT, and solving it in one surface is coherent product thinking. Onboarding is implicit — if you're already a Pro user searching for data topics, the interpreter appears contextually, which is the right call; a feature tour would be the wrong move here. The incompleteness problem is real though: without file upload parity with ChatGPT Data Analysis, users doing anything beyond pasting inline data will hit a wall and reach for the other tool anyway, which means this doesn't fully replace anything yet. This earns a ship because the job is real and the integration point is right, but it's a provisional ship — file I/O support and reproducible export are the two features standing between this and actually replacing the context-switching habit.”