Turn recipes, food labels, and restaurant meals into trustworthy per-serving macros and diet checks with minimal correction.
Added Aug 14, 2026
Medium opportunity (69%)
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People managing calories, macros, points, or ingredient restrictions repeatedly translate food information into a form their diet can use. Barcode scanning works well for packaged products, but homemade recipes and imported social-media recipes require weighing, serving-size calculations, and extensive manual correction. Incorrect ingredient parsing or portion calculations undermines trust in the entire workflow.
Build a focused nutrition calculator that imports written or photographed recipes, normalizes ingredients, records the cooked yield by weight, and produces editable per-ounce and per-serving values. Add barcode and restaurant lookup as supporting capture methods, while showing calculation assumptions and confidence warnings instead of silently presenting uncertain results. Shared household recipes can be reused and adjusted when ingredients or yields change.
Consumers already demonstrate willingness to scan and log food, while recipe content increasingly originates in captions, photos, and other inconsistent formats. Existing import tools still require enough correction that some users find manual entry easier.
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Showing 1-20 of 156 signals
New update I’ve used the nourish app for about 8 months now and it always had some issues but was starting to get better, then the most recent update has been very difficult to navigate and the most frustrating thing is the inaccuracies in tracking. It does not track macros accurately on the first attempt and when trying to switch between different measurements it has very inaccurate calculations. I hope the bugs are fixed soon and the app becomes easie
The app as itself is good at 1st sight. Unfortunately if you start cooking according to recipes it is pretty confusing... For example ingrediences are written for 6 portions but the recipe says 1 portion.. or ingrediences are written for one portion and in instructions, you should use 23 cm baking dish... the same situation with calories... when you want to discuss the problem with AI assistant, it is even more confusing... I am sorry but it should be a
Calorie tracker Really great app. Saves me lots of time and frustration trying to keep track of all my macros. Although some areas needing slightly adjusting but other than that it’s helped me lose weight and eat right.
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