AI fitness app Photo, barcode, text. You approve every entry.

Open the Log tab and pick the way that fits the meal. A photo of the plate returns an estimate of the foods, portions, calories, protein, carbs and fat that you can edit line by line. A barcode looks the product up in Open Food Facts, and supported lookups may use USDA data or official restaurant nutrition. On Pro, a text description such as 'two eggs, toast with butter, black coffee' comes back as an editable draft. You can also search the USDA database or enter a meal by hand, with serving presets for repeat portions.

Workouts follow the same pattern. Log exercises with sets, reps, weight and duration, add them from a searchable exercise library, or on Pro describe the session in text and review the draft. Whatever the starting point, the entry is shown to you before it is saved.

GemFit's AI has a short list of jobs. It estimates a meal from a photo. It turns a text description into a draft entry on Pro. Through Coach on Pro it answers questions about your own saved logs and plans, and it drafts a meal, workout, body-metric, supplement, plan or goal change when you ask for one. On Pro it can also enrich a food entry with vitamins, minerals, and allergen and diet flags.

It can also work from outside the app. Connected AI through MCP exposes 24 tools over OAuth, so an assistant you already use can read your logs or propose an entry. Any change it proposes arrives as a draft you approve in the app or on the web Connect page, and a connection can be revoked at any time.

GemFit does not promise a result on a timeline. What it gives you is a log you can trust and a set of targets you choose yourself: calories, macros, steps, water and sleep. The Home tab shows today against those targets, and the Progress tab summarizes workouts, average intake and weight over 1, 3, 7 or 30 days, a custom date, or all time.

Photo logging can help draft a meal entry, but ingredients and portions still need your review. Source labels distinguish published nutrition from estimates. Coach on Pro can summarize your available logs and suggest a next step without treating missing entries as a complete picture of your day.

Every estimate in GemFit wears its source on the outside. A barcode match to an official source is labeled as such. A web-verified item, an AI estimate and an unresolved item each get their own label, so a day of packaged foods reads differently from a day of photo estimates.

The labels are there because AI estimates are estimates. A photo cannot show what is under the sauce or how much oil went into the pan. Treat the estimate as a starting point, adjust the portion if you know better, and save it once it matches what you ate.