Snap a photo of your meal. BiteMeasure estimates calories, macros, and portions, shows how confident it is, then coaches you based on what you logged.
Fast enough for everyday meals, thoughtful enough to stay honest about what it knows.
Point your camera at your plate. BiteMeasure spots the foods and starts an instant analysis.
Mention oil, sauce, or portion size by voice or text. A quick note sharpens the estimate.
See an estimated calorie range, macros, detected items, and a clear confidence score.
Log it to a meal, watch your daily targets, and let Coach suggest what to do next.
Behind every analysis
Remember: this is an estimate, not an exact count.
Scanning, coaching, goals, ideas, and a daily dashboard — a complete, privacy-first toolkit built around honest estimates, not false precision.
Take a photo and get estimated calories, macros, detected foods, and confidence scores.
Adjust grams, ounces, ingredients, and follow-up answers to improve the estimate.
Track calories, protein, carbs, fat, fiber, water, and meals in one simple view.
Set weight loss, weight gain, or maintenance goals with editable daily targets.
Get practical next steps based on what you already ate today.
Find food and fruit ideas based on protein, fiber, carbs, calories, and your body goal.
Review meals by day, category, and history with totals at a glance.
Send meals to approved friends and save shared foods to your own log.
Calories left
1,420
Protein left
92g
Fiber left
22g
BiteMeasure Coach looks at your logged meals, daily targets, and goal to help you decide what to do next — it's not just a chatbot.
You're in a good spot on protein so far, but calories and carbs are still well below your daily target. For the rest of today, aim for balanced meals with carb-rich sides, some lean protein, and fiber to help close the gap.
1,420
Calories left
92g
Protein left
22g
Fiber left
What should I eat next? — ideas that fit your remaining targets.
Add a high-fiber side to your next meal to help close the gap.
Choose a lean protein with carb-rich sides if you're below target.
Weekly insight: you logged 5 of the last 7 days — a solid start.
The Ideas tab generates meal and fruit suggestions from your nutrition focus, body goal, and meal category — each with estimated macros and a reason it fits.
Nutrition focus
Body goal
Preference
1 grilled chicken breast with 1 cup steamed broccoli and 1 cup cauliflower rice
Why: Lean protein and non-starchy veggies make this filling with lower carbs.
4 oz baked salmon with 1 cup asparagus and 1 cup salad with light dressing
Why: Salmon adds satisfying protein, and the veggies keep the meal lighter and fiber-friendly.
1 cup egg whites scrambled with spinach, mushrooms, and peppers
Why: Egg whites give a lot of protein with very few calories and only a little carb.
Nutrition values are estimates and can vary by brand, recipe, and serving size.
BiteMeasure can recommend daily calories and macros based on your body goal — but you stay in control of every number.
Goal
Current weight
235 lb
Target weight
200 lb
Timeframe
36 weeks
Age
34 yrs
Activity
Sedentary
BMI
29.4 · Overweight
Recommended by AI
These values are estimates generated from standard formulas (Mifflin–St Jeor) for informational purposes only. They are not medical or dietary advice. Consult a qualified healthcare professional before making significant changes to your diet.
Instead of pretending one number is perfect, BiteMeasure shows what it saw, how confident it is, and what hidden ingredients could change the result.
It's the AI's own rating of how clearly it could identify this meal and judge the portion, capped by BiteMeasure's rules — for example, a photo with no description can't score above 85%.
It is not an 82% chance that 520 kcal is correct, and it hasn't been calibrated against weighed meals. The 460–630 kcal range is the better guide to how far off the estimate could be.
How AI confidence worksThis looks like about 520 calories total, with a likely range of 460–630 because roasting oil or butter can change it a lot. Your portion info makes the estimate fairly solid, but the added fat is the biggest unknown.
Detected items
AI confidence
Salmon fillet
~170 g · ~360 kcal
Roasted potatoes
~113 g · ~105 kcal
Broccoli
~100 g · ~55 kcal
Each percentage is the AI's confidence in its read of that item — what it is and roughly how much is there. A high score for the salmon means it was easy to recognise; it doesn't mean its calorie figure is that accurate. Cooking oil, butter, and sauce often can't be seen at all, which is why they widen the range instead.
How AI confidence worksWhat could change this
Were the potatoes roasted with added oil or butter?
Added fat changes calories substantially.
BiteMeasure turns individual scans into a clear daily picture — totals, targets, water, and a tidy diary you can review any time.
See calories consumed, your goal, and how many are left at a glance.
Progress bars for calories, protein, carbs, fat, and fiber.
Add a glass, a bottle, or a custom amount toward your daily goal.
Browse meals grouped by day and category, with totals and macros.
From adding a meal to coaching, goals, and your diary — built for everyday logging. Coach, Ideas, and Goals are shown with sample data.
Add food
Snap a photo or describe it.
AI analysis
An estimate, not an exact count.
Food analysis
Calories, range & confidence.
Edit & recalculate
Correct the details in a tap.
Today
Your daily totals at a glance.
Diary
Every meal, neatly logged.
Coach
Next steps from what you ate.
Ideas
Food ideas for your goal.
Goals
Editable daily targets.
Swipe to explore more screens →
Most trackers ask you to trust a single number. BiteMeasure shows its range, its confidence, and hands the controls back to you.
You get estimates and ranges, not false precision. Honest numbers build real habits.
Every estimate carries a confidence indicator, so you can see which results deserve a second look.
You stay in control. Adjust the portion and recalculate whenever the estimate looks off.
When details matter, BiteMeasure asks — a quick answer sharpens the estimate.
Not just a chatbot — Coach reads your meals, targets, and goal to suggest next steps.
Fast logging, clean categories, and an easy calendar built for everyday consistency.
Available on iOS and Android. Start with a 7-day free trial — cancel anytime through the App Store or Google Play.
Try BiteMeasure and see how food scanning, logging, and coaching fit your routine.
7-day free trial included
Flexible tracking for daily nutrition.
7-day free trial included
Best value for consistent progress.
7-day free trial included
BiteMeasure is available on iOS and Android. 7-day free trial for new subscribers. Monthly is $7.99/month and Annual is $49.99/year; prices may vary by region and app store. Some AI features may require a subscription. Subscriptions renew automatically unless canceled. Manage or cancel your subscription through the App Store or Google Play. Promo codes supported where available.
BiteMeasure is privacy-first by default. You decide what to keep, what to share, and when to delete.
Keep, edit, or remove entries. There is no public food log by default.
Food photos and descriptions are used to provide app features and generate estimates.
Shared meals reach connections you approve — never a public feed.
Request deletion of your account and associated data at any time.
The important stuff about accuracy, privacy, and your subscription.
No. BiteMeasure provides estimated calories, including a likely range and a confidence score. Hidden oils, sauces, and portion differences mean real values can vary. We intentionally avoid claiming exact calories.
It looks for size cues in your photo — the plate or bowl, utensils, packaging, or countable pieces — and combines them with any voice or text details you add. When there's no useful cue it assumes a standard serving and says so. You can always adjust grams or ounces yourself and recalculate.
How portion estimation worksIt's the AI's own rating of how clearly it could identify the food and judge the amount, which BiteMeasure then caps with fixed rules — for example, a photo with no description can't score above 85%. It is not the probability that the calorie number is correct, and it hasn't been calibrated against weighed meals. A lower score is a cue to add detail or check the portion.
How AI confidence worksBecause real meals have hidden variables — oil, butter, sauce, and portion size. The range (for example, 460–630 kcal) widens automatically when those unknowns are likely. It's a practical spread, not a statistically validated interval, so the true value can occasionally fall outside it.
What the range meansYes. You can edit the meal name, category, ingredients, grams or ounces, and follow-up answers, then recalculate. BiteMeasure does not force a one-time result — your corrections improve the estimate.
A photo gives the best results, but you can also describe a meal with text. More detail generally improves the estimate.
Coach is not just a chatbot. It reads your logged meals, daily targets, and goal to answer “based on what I ate today, what should I do next?” — with practical suggestions, remaining targets, and weekly insights.
More about CoachIdeas (shown as Suggestions) generates food and fruit ideas based on filters like high protein, high fiber, lower carbs, lower calories, your body goal, and meal category — each with estimated macros and a reason it fits.
Yes. In Goals you can choose to lose, maintain, or gain. BiteMeasure recommends daily calories and macros using standard formulas, and you can edit every target yourself.
No. BiteMeasure provides estimated nutrition information and general guidance based on logged meals. It is not medical advice. Consult a qualified professional for dietary or medical guidance.
After the 7-day free trial, your selected subscription begins unless you cancel beforehand. You can manage or cancel through the App Store or Google Play. Some AI features may require a subscription, and pricing may vary by region and store.
Yes. You can delete your account and associated data from within the app or by contacting support. See our Privacy Policy for details.
Download BiteMeasure and turn a quick food photo into honest, easy-to-track nutrition estimates. Available on iOS and Android.
Questions before you download? Get in touch.
