nutriscan.co.uk

What It Is

NutriScan is a UK takeaway nutrition receipt platform from ServeLogic Ltd. It claims to turn menu photos or PDFs into instant nutrition insights. Its core use case is not general chat or image recognition, but generating UK-standard nutrition labels for takeaway menus, fat/sugar/salt traffic-light ratings, and especially per-serving carbohydrate estimates for users with diabetes.

Core Capabilities

Based on the disclosed workflow, the system first uses Google Document AI for OCR to extract menu text, rows, and bounding boxes, then uses AI to parse dish names, descriptions, and prices. For nutrition data, it first cross-references the UK official CoFID food composition database. If there is no direct match, it breaks dishes down into ingredients for matching. For unique dishes that still cannot be covered, it uses AI estimation. A notable feature is that every value shows its source, rationale, and confidence level: around 90% for direct matches, around 75% for ingredient-based matches, and around 60% for AI estimates. It also provides processing logs, reducing the sense of a “black box.”

Pricing and Trial

The page clearly shows only 1 free scan and notes that logging in can provide more scans. It does not disclose subscription pricing, restaurant-side fees, payment methods, or usage limits. For now, it can only be assessed as offering a free trial entry point, while its commercial details remain opaque.

Pros and Cons

Its strengths are a clear positioning and a design focused on nutrition transparency for UK takeaways and independent restaurants. The CoFID data source is more reliable than pure AI guesswork, and confidence/source labels are useful for medical, fitness, and blood-sugar-control users. On the restaurant side, it also supports receipt QR codes and connects with ServeLogic’s ordering/operations ecosystem. The limitations are also obvious: the nutrition results are still estimates, not lab tests; CoFID contains only 2,890 food entries, so complex cuisines and non-standard portion sizes may depend on AI; and the main content does not show details on privacy policy, data retention, pricing structure, or customer support.

Who It’s For

It is better suited to UK takeaway consumers, people with diabetes or macro-tracking needs, and independent restaurants that want to provide nutrition transparency at low cost. It is less suitable for users who need precise nutrition testing, coverage of Chinese restaurant databases, or multilingual menu systems.

Access from China

The main content does not provide information on access from mainland China, payment, or localization, so its availability should be considered unknown. Given its reliance on the UK CoFID database and UK labeling standards, Chinese users may still face issues with Chinese menu recognition, RMB payments, and the lack of local ingredient databases even if they can access it. Alternatives include MyFitnessPal, Cronometer, and Nutritics; for domestic nutrition tracking in China, tools such as Boohee Health may also be worth considering.