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YumLog: AI Calorie Tracker
First look · iPhone / iPad / Mac

YumLog: AI Calorie Tracker

Say what you ate, then check what the estimate means

Get it from the official store ↗

YumLog is a food diary built around ordinary descriptions rather than searching for every ingredient in a database. You can speak, type or photograph a meal, then inspect the portion and nutritional assumptions used to record it. The intended audience is adults who want less friction when keeping track of eating, including people who would rather log from an Apple Watch than stop and use a phone.

The important distinction is between easier entry and more accurate measurement. YumLog can make a diary simpler to maintain, but a confident answer is still an estimate of what was eaten. Its own listing says it is not medical advice.

Based on official store information. We have not tested this app hands-on.

What it does

The described workflow begins with a meal in everyday words. A description such as two eggs and toast includes several assumptions: egg size, bread amount and whether a spread was used. YumLog says it shows what it assumed and accepts a correction in another sentence. That review step is central to the product, not an optional finishing touch.

Saved usual meals and recipes can reduce repeated work. Once a regular breakfast has been checked, referring to it again can be more consistent than describing it differently each time. Recipes add another distinction to keep clear: the ingredients for a whole dish are not the same as the portion served.

The listing describes calories, protein, carbohydrates and fat, alongside questions about the day or a wider trend. Apple Watch entry, complications and the Action button make capture more accessible during a routine. On iPad and Mac, the emphasis shifts toward seeing the diary, conversation and progress together.

Apple Health integration is optional. The app can use recorded weight and other profile information and write logged meals and weigh-ins back. That is separate from permission to send a message or photograph to an AI provider; each decision should be considered on its own.

Before you install

A useful diary needs consistent observations. A photo may omit oil, dressing, a drink or the amount left on the plate. Spoken descriptions can be equally incomplete. Review the actual portion and ingredients before treating a number as a record you can compare with another meal.

Saved foods also need care. If a usual recipe changes, reusing the old entry can repeat the same error neatly. Check the definition once, and revisit it when the ingredients or serving size changes. The convenience of a shortcut is most useful after its underlying information is understood.

The developer says YumLog asks before data is sent to an AI provider and identifies who processes it. The description also states that photographs have a limited retention period and that account deletion removes the stored account data. We have not audited those arrangements. Read the current privacy information before using images or notes you would consider sensitive.

A suggested energy goal or a trend in recorded weight should not replace professional guidance. People with ongoing health concerns or a need for clinically controlled nutrition need more than an automatically interpreted diary. This first look concerns the documented workflow, not whether a particular eating target is appropriate for an individual.

Price and access

Downloading YumLog and entering food manually are free according to the store description. Voice, chat and photo logging, the assistant and additional visual styles require a monthly or annual subscription. The listing describes a trial for new subscribers; check the exact renewal price and cancellation terms presented to your account.

One account and subscription are described as working across the listed Apple devices. That does not mean every optional hardware or system feature is available on every device. Check the current requirements for the route you intend to use.

Our take

YumLog's strongest idea is making correction part of conversational capture. Saying what you ate can be useful when the alternative is abandoning a diary, provided you remain willing to inspect the assumptions. The saved-usuals workflow may be more important than the animated daily display for someone who repeats similar meals.

We have not tested nutrient accuracy, photo recognition, Health writes or the assistant. Start with a few meals whose ingredients and amounts are known, compare the proposed entries and decide whether reviewing them is genuinely easier than entering them by hand. A simple, consistent record is a better objective than an impressively precise-looking estimate.

When comparing methods, separate capture speed from review time. A voice entry that takes seconds but needs several corrections may not be the best fit for a complicated meal. Conversely, a checked regular breakfast can be quick to reuse. The useful balance depends on the foods you actually eat.

Consider where notifications and lock-screen information may appear. Logging from a Watch is convenient, but your devices can be visible to other people. Review the presentation options available in your own setup without assuming that every diary detail should be shown wherever progress can be displayed.

Keep the purpose of the record clear. Looking back at regular meal patterns is different from diagnosing the reason for fatigue or a weight change. The same figures can invite very different interpretations, and an assistant's wording does not resolve that distinction.

Sources

App Store ↗

App icon from the official store listing.