Despite the other ingredients, the panel on the right describes it as "coffee shop".

So maybe change to:
amenity=cafe 
cuisine=coffee_shop 

There's also a food rating at https://ratings.food.gov.uk/business/1775885 which could be mapped as stated at https://wiki.openstreetmap.org/wiki/UK_Food_Hygiene_Rating_Scheme
