AI food scan
Take a photo and get estimated calories, macros, detected foods, and confidence scores.
AI calorie tracker, food scanner & nutrition coach
AI calorie estimates that explain themselves.
BiteMeasure helps you estimate calories, macros, portions, and daily progress from a simple food photo — then gives coaching based on what you logged.
Now on iOS & Android 7-day free trial
Confidence score
Calorie range · 460–630
Edit portions
Coach guidance
Honest by design
Built for real-life food tracking.
BiteMeasure shows estimates, ranges, confidence, and what could change the result — never a single fake-precise number.
Estimate ranges
A likely calorie range, never a single fake-precise number.
Confidence scoring
Each result shows how sure the AI is, item by item.
Editable portions
Correct grams, ingredients, and answers, then recalculate.
How it works
From plate to plan in four steps
Fast enough for everyday meals, thoughtful enough to stay honest about what it knows.
01
Snap your meal
Point your camera at your plate. BiteMeasure spots the foods and starts an instant analysis.
02
Add context if needed
Mention oil, sauce, or portion size by voice or text. A quick note sharpens the estimate.
03
Review estimate & confidence
See an estimated calorie range, macros, detected items, and a clear confidence score.
04
Track your day & get coaching
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.
- Preparing your photo
- Spotting ingredients
- Estimating portions
- Calculating calories
- Building your nutrition summary
Features
More than a basic calorie tracker
Scanning, coaching, goals, ideas, and a daily dashboard — a complete, privacy-first toolkit built around honest estimates, not false precision.
Portion editing
Adjust grams, ounces, ingredients, and follow-up answers to improve the estimate.
Daily dashboard
Track calories, protein, carbs, fat, fiber, water, and meals in one simple view.
Nutrition goals
Set weight loss, weight gain, or maintenance goals with editable daily targets.
Coach tab
Get practical next steps based on what you already ate today.
Ideas tab
Find food and fruit ideas based on protein, fiber, carbs, calories, and your body goal.
Diary & calendar
Review meals by day, category, and history with totals at a glance.
Food sharing
Send meals to approved friends and save shared foods to your own log.
Calories left
1,420
Protein left
92g
Fiber left
22g
Coach
Not just tracking. Coaching.
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.
High proteinHigh fiberLower carbsHigher carbsLower caloriesBalanced macros
Ideas
Food ideas that match your goal
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
High proteinHigh fiberLower carbsHigher carbsLower caloriesBalanced macros
Body goal
LoseGainMaintain
Preference
FoodFruitBoth
Grilled chicken breast with broccoli and cauliflower rice
estimated1 grilled chicken breast with 1 cup steamed broccoli and 1 cup cauliflower rice
245 kcalP 38 gC 13 gFiber 5 gF 4 g
Good for proteinBetter for weight loss
Why: Lean protein and non-starchy veggies make this filling with lower carbs.
Add to Daily Log Similar
Baked salmon with asparagus and side salad
estimated4 oz baked salmon with 1 cup asparagus and 1 cup salad with light dressing
296 kcalP 28 gC 10 gFiber 4 gF 16 g
Good for proteinBalanced option
Why: Salmon adds satisfying protein, and the veggies keep the meal lighter and fiber-friendly.
Add to Daily Log Similar
Egg white vegetable scramble
estimated1 cup egg whites scrambled with spinach, mushrooms, and peppers
155 kcalP 22 gC 10 gFiber 3 gF 3 g
Good for proteinLower calorie
Why: Egg whites give a lot of protein with very few calories and only a little carb.
Add to Daily Log Similar
Nutrition values are estimates and can vary by brand, recipe, and serving size.
Goals
Set your target. Adjust it your way.
BiteMeasure can recommend daily calories and macros based on your body goal — but you stay in control of every number.
Goal
LoseMaintainGain
Current weight
235 lb
Target weight
200 lb
Timeframe
36 weeks
Age
34 yrs
Activity
Sedentary
BMI
29.4 · Overweight
Recommended by AI
My daily target
- Calories2510kcal
- Protein192g
- Carbs267g
- Fat75g
- Fiber35g
- Water126.8fl oz
Save my daily target
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.
Food analysis
Every estimate comes with context
Instead of pretending one number is perfect, BiteMeasure shows what it saw, how confident it is, and what hidden ingredients could change the result.
This 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
- 94%
Salmon fillet
~170 g · ~360 kcal
- 90%
Roasted potatoes
~113 g · ~105 kcal
- 78%
Broccoli
~100 g · ~55 kcal
What could change this
- The biggest calorie swing would come from added oil, butter, or sauce on the salmon and potatoes.
- Broccoli amount is estimated visually and could vary by about 20–30 g.
- Raw ingredient weights were used as the anchor, but cooking shrinkage and hidden fats are still approximate.
Were the potatoes roasted with added oil or butter?
Added fat changes calories substantially.
No added oil/butterAbout 1 tspAbout 1 tbsp
Edit answers & recalculate
Estimated calories
A clear headline number — shown as ~520 kcal, never as a false-precise exact count.
Likely range
Likely between 460–630 kcal, so you understand the real spread behind the estimate.
Confidence score
High confidence · 82% — and a per-item confidence for everything detected.
Detected items
Salmon fillet, roasted potatoes, broccoli — each with its own estimate and confidence.
What could change this
Added oil, butter, sauce, and portion uncertainty are called out so nothing is hidden.
Follow-up & recalculate
Answer a quick question or edit ingredients, then recalculate for a closer estimate.
Daily tracking
Your day, not just one meal
BiteMeasure turns individual scans into a clear daily picture — totals, targets, water, and a tidy diary you can review any time.
Today's Total ring
See calories consumed, your goal, and how many are left at a glance.
Daily targets
Progress bars for calories, protein, carbs, fat, and fiber.
Water tracking
Add a glass, a bottle, or a custom amount toward your daily goal.
Diary & calendar
Browse meals grouped by day and category, with totals and macros.
Inside the app
Every screen, built for clarity
From food analysis to coaching, goals, and your diary — a clean, premium experience for everyday logging. Screens shown with sample data.
Food analysis
Calories, range & confidence.
Today
Your daily totals at a glance.
Coach
Next steps from what you ate.
Ideas
Food ideas for your goal.
Goals
Editable daily targets.
Diary
Every meal, neatly logged.
Edit & recalculate
Adjust portions in a tap.
AI analysis
An estimate, not an exact count.
Swipe to explore more screens →
Why BiteMeasure
Built on honesty, not hype
Most trackers ask you to trust a single number. BiteMeasure shows its range, its confidence, and hands the controls back to you.
Never pretends calories are exact
You get estimates and ranges, not false precision. Honest numbers build real habits.
Shows a confidence score
Every estimate comes with a confidence level, so you know how much to trust it.
Lets you correct portions
You stay in control. Adjust the portion and recalculate whenever the estimate looks off.
Uses smart follow-up questions
When details matter, BiteMeasure asks — a quick answer sharpens the estimate.
Coaches from what you logged
Not just a chatbot — Coach reads your meals, targets, and goal to suggest next steps.
Designed for real daily use
Fast logging, clean categories, and an easy calendar built for everyday consistency.
Pricing
Simple plans, honest value
Available on iOS and Android. Start with a 7-day free trial — cancel anytime through the App Store or Google Play.
Free trial
Freefor 7 days
Try BiteMeasure and see how food scanning, logging, and coaching fit your routine.
- AI food photo analysis
- Calorie range & confidence score
- Daily dashboard & diary
- Coach and Ideas tabs
7-day free trial included
Monthly
$7.99/month
Flexible tracking for daily nutrition.
- Everything in the free trial
- 150 AI meal scans per month
- Edit portions & recalculate
- Nutrition goals & water tracking
- Cancel anytime
7-day free trial included
Best value
Annual
$49.99/year
Best value for consistent progress.
- 200 AI meal scans per month
- Best value vs. paying monthly
- Coach weekly insights
- Share meals with connections
- Promo code support
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.
Privacy
Your food data stays yours
BiteMeasure is privacy-first by default. You decide what to keep, what to share, and when to delete.
Your food logs are personal
Keep, edit, or remove entries. There is no public food log by default.
Photos & data stored securely
Food photos and descriptions are used to provide app features and generate estimates.
Sharing only with approved people
Shared meals reach connections you approve — never a public feed.
Delete your account & data
Request deletion of your account and associated data at any time.
FAQ
Questions, answered honestly
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.
Scan. Measure. Understand. Eat Smarter.
Start measuring your meals smarter.
Download BiteMeasure and turn a quick food photo into honest, easy-to-track nutrition estimates. Available on iOS and Android.
Prefer the web? Contact us or visit bitemeasure.com.