Photo-based meal analysis
Send a photo of food or drinks and the product will estimate calories, macros, and ingredients using AI.
Overview
Meals.chat is an AI-assisted food tracking product that helps people log meals by sending photos or text descriptions in chat. It calculates calories, macros, and ingredients from what you eat or drink, then helps you compare those entries against a daily target.
The experience is built around reducing manual logging. The page says you can send a photo every time you eat or drink something, or simply describe the meal if you forgot to take a picture. It also includes caffeine estimation for drinks such as coffee, tea, and matcha.
Features
Text-based logging
If you miss a photo, you can type what you ate, such as a burger and fries or a latte, and it will make a best-effort estimate from the description.
Goal-oriented tracking
Track calories, macros in grams or percentages, or both, and set a target such as a daily calorie number or a body-based goal description.
Correction flow
Reply to the analysis and correct anything that looks wrong, so the log can reflect your actual meal more closely.
Caffeine tracking
Estimate caffeine from photos of coffee, tea, or matcha so users can monitor intake alongside food tracking.
Use Cases
Fast everyday meal logging
For people who want to track meals without opening a spreadsheet or entering ingredients manually, Meals.chat accepts a photo and returns an AI estimate of the meal’s nutrition.
Calorie and macro goal tracking
For users focused on a calorie target or macro split, the product supports daily goals in calories, grams, or percentages and helps compare intake against that target.
Logging missed meals
For days when a meal was eaten before it was photographed, the text entry flow lets users type a food description and still capture an estimate.
Caffeine awareness
For coffee, tea, or matcha drinkers, the product can estimate caffeine content so intake can be tracked alongside calories.
Reviewing and correcting estimates
For users who want to verify the AI’s guess, the correction flow provides a way to respond and refine the logged meal.
Pros and Cons
Pros
- Supports both photo-based and text-based meal logging.
- Estimates calories, macros, and ingredients from a simple chat-based workflow.
- Lets users track calories, macros, or both, with goals expressed as numbers or plain-language descriptions.
- Includes a correction step so users can adjust AI results when needed.
- Extends beyond food tracking with caffeine estimation for drinks.
Cons
- The pricing page in the provided evidence is not available, so pricing cannot be confirmed.
- The source does not clearly document the full platform list or any external integrations beyond Telegram and an App Store mention.
- The product can estimate meals from text descriptions, but those entries are necessarily less direct than photo-based logging.
FAQ
How do I log meals with it?
The site describes the product as a meal-tracking bot that can analyze photos of food and drinks, and it also supports text-based logging when you do not have a photo. The source does not confirm a separate setup flow beyond starting to track from Telegram or the App Store.
What does it estimate from each entry?
The source says it can estimate calories, macros, ingredients, and caffeine content. It does not show a formal output format beyond those results and goal progress guidance.
Can I correct the AI if it misreads a meal?
Yes. The page says you can reply and correct the AI if something looks wrong, which suggests the system is designed to accept manual adjustments after analysis.
Which platforms or integrations are supported?
The source mentions Telegram and the App Store as ways to start tracking, but it does not provide enough evidence to confirm the full platform list or any third-party integrations.
Is pricing published on the site?
The pricing page returns a not found response in the provided evidence, so there is no confirmed pricing information to summarize from the source.
Quick Facts
- Category
- AI nutrition tracking
- Primary workflow
- Send meal photos or text descriptions in chat
- Core outputs
- Calories, macros, ingredients, and caffeine estimates
- Platforms mentioned
- Telegram and App Store
- Pricing
- Not confirmed; pricing page returned not found
- Source domain
- meals.chat
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