Observed arrival · 2026-08-31
Celia, the Coeliac Dining Research Assistant
An invitation-only dining assistant that researches restaurant menus and allergen statements for coeliac diners, while showing what is verified, unknown, and dated.
Field notes
Celia combines a diner’s destination and tastes with public restaurant evidence, including menus and allergen statements. Each finding is meant to retain its source and date, then receive one of four labels: stronger evidence, promising but incomplete, insufficient evidence, or avoid in strict mode. The site stresses that “insufficient evidence” means nobody checked, while an avoid result reflects a problem someone actually found. Direct questions to kitchens are described as a future capability.
Observed signals
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Editorial observations of this landing page, not a rating.
One card from the complete issue