Which calorie tracker knows Estonian and Baltic foods and barcodes?
Big calorie apps cover Estonian shelves thinly. Mouve has products from shops in Estonia, Latvia and Lithuania next to Open Food Facts. Here is what that covers and where it still fails.
No calorie tracker knows every Estonian product, and we say so as the people who build one. Mouve, the fitness and nutrition app made by Mouve Technology OÜ in Tallinn, also has products from Estonian, Latvian and Lithuanian shops, next to Open Food Facts. It helps with barcodes from the Baltic shelf, but some products are still missing or wrong.
Why do global apps miss Estonian barcodes?
Most apps start from a crowd-sourced database. A barcode that starts with 474 is Estonian, 475 is Latvian and 477 is Lithuanian. Few people in those countries have added their products to open databases, so a scan of a local yoghurt often finds nothing or the wrong thing.
We checked the Open Food Facts entries for Estonia, Latvia, Lithuania, Finland and Sweden: 48,104 products. Of them 48.4% had no image and 9.3% had a brand that disagreed with the producer's own page. That was on our development catalogue on 2026-11-03, before our clean-up work, so treat it as a snapshot and not a verdict on Open Food Facts.
Where does it still fail?
Two weak spots from the same 2026-11-03 check:
- Searching by an Estonian product title put the right flavour first in 3 of 10 test cases. Searching by the English flavour name did it in 8 of 10.
- The same product sometimes showed up twice in the top ten: 60 of 300 brand searches.
We're working on both. Barcode scans are the more reliable route today. We don't publish a product count, and being in the catalogue doesn't mean a person has verified it.
Does the app speak Estonian?
Not fully, and we don't claim it. Food names appear in whatever language the product uses, so Estonian names show up. The interface itself is mainly English.
What do other apps say about Estonian?
The Estonian App Store listing shows an app's interface languages. Estonian isn't on the list for any of these, read on 2026-11-08:
| App | Languages line on the Estonian App Store |
|---|---|
| MyFitnessPal | "English and 19 more", no Estonian |
| YAZIO | "English and 19 more", no Estonian |
| Lifesum | "English and 13 more", no Estonian |
| Lose It! | "English and 8 more", no Estonian |
| Cronometer | English only |
| Cal AI | "English and 14 more", no Estonian |
| MacroFactor | English and Japanese |
That says nothing about their food data. An English-only app can still have your yoghurt if someone added it. It just tells you what to expect from the interface.
Who should pick what?
If you eat mostly packaged local food, try a barcode scan in Mouve and see whether your usual products appear. If the biggest database matters more, MyFitnessPal says it has "over 20.5 million foods (including restaurant dishes)" (Estonian App Store listing, checked 2026-11-05). Compare the options on best calorie counter apps, and see how restaurants are handled in our post on Baltic restaurant chains.
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Comparisons that say where the other app is better
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