Daily pints first, deeper analysis second.
The live menu feed is the most direct read on what each shop is serving right now. The analytics panels alongside it are meant to add context around freshness, exclusives, and longer-term flavor patterns for All Locations.
Built like a small research desk, not just a menu mirror.
Every afternoon a Playwright scraper captures the Toast menus for both shops, and the location toggle keeps the analytics aligned with the menu view you're browsing.
Overdue flavors
We track how many scrape days a flavor has been absent relative to the current view.
Mix-in tracking
Lightweight parsing pulls swirls, chunks, and sauces out of descriptions for comparison.
Store exclusives
Tracking both locations separately lets us surface true one-shop flavors and shared menu overlap.
The project is independent and unofficial. It exists to help other fans plan visits, track nostalgia flavors, and explore what combinations Caffè Panna is experimenting with in both neighborhoods.