Meals.Chat
Meals.Chat turns a photo of your plate into a calorie, macro and ingredient breakdown. It runs as a Telegram bot and an iOS app, also accepts typed meals or scanned labels, and tracks caffeine alongside food.
What is Meals.Chat?
Meals.Chat is a conversational food-tracking assistant built around a single gesture: you photograph what you are about to eat or drink, and an AI returns an estimate of its calories, macronutrients and likely ingredients. The site sums it up as track your diet with a photo, and the entire product is designed against the manual data entry that makes conventional calorie counters so easy to abandon.
It reaches users through two channels. The first is a Telegram bot, which requires no installation at all — you open the conversation and start sending pictures. The second is an iOS application, listed under Health & Fitness, requiring iOS 15.0 or later, weighing 14.3 MB and rated 4.8 out of 5 across 29 reviews. The same app is declared compatible with iPhone, iPod touch, Apple Silicon Macs and Apple Vision.
Three input routes cover the moments when one of them fails. A photograph is the default. If you forgot to take one, you type what you had — burger and fries, latte — and the assistant estimates from the usual recipe and portion size. If you have the packaging in hand, you scan the label and say how much of it you consumed. Because every estimate arrives inside a conversation, a wrong reading is never final: you reply, and the assistant revises it.
Goals work the same way. You can state a precise target such as 2,000 calories, or describe the outcome you want — I'm 30, 180cm, 90kg and I want to lose weight — and let the tool derive the daily figure for you. Macros are reported in grams and as percentages. Caffeine is treated as a metric in its own right rather than an afterthought: photograph a coffee, a tea or a matcha and the assistant estimates its caffeine content, an angle the site frames around sleep quality.
The iOS app adds charts, daily, weekly and monthly progress views, and reminders when nothing has been logged. The service is published by Mohrer Associates LLC, a Delaware company. The first fifteen meals are free; beyond that, a Pro subscription costs 7.99 USD per month or 59.99 USD per year.
What it does
- Estimate calories, macros and ingredients from a photo of a meal or a drink
- Log a meal by typing what you ate when no photo was taken
- Scan food packaging and state how much of it you consumed
- Correct a wrong estimate by replying in the conversation
- Set a daily calorie or macro target, in figures or in plain language
- Track caffeine intake from tea, coffee or matcha
- Review daily, weekly and monthly progress with macro charts
When to use Meals.Chat / When not to
A quick filter to help you decide if Meals.Chat is the right fit.
When to use Meals.Chat
- People bulking or cutting who have already abandoned a manual food journal
- Athletes and gym-goers who track macros in both grams and percentages
- Anyone eating out or cooking from scratch, where no nutrition label exists
- Users managing food-related symptoms who need a low-effort meal and reaction log
- Telegram users who want calorie tracking without installing another app
When not to use Meals.Chat
- Clinicians and patients who need measured, medically accurate nutritional values
- Android users, since no Google Play application is published
- Developers or teams wanting programmatic access, as there is no API
- Non-English speakers, the bot and the app being English-only
- Organisations that require a data processing agreement, a subprocessor list or documented GDPR commitments
How to use Meals.Chat
A typical end-to-end flow, from setup to results.
- Open the Telegram bot from the site, or download the iOS app from the App Store
- Tell the assistant your goal, as a figure such as 2,000 calories or as a plain sentence describing what you want to achieve
- Photograph your meal or your drink each time you eat
- Read back the estimated calories, macros and ingredients
- Reply in the conversation to correct anything that looks wrong
- When you have no photo, type what you ate instead
- For packaged food, scan the label and state how much of it you had
- Photograph coffee, tea or matcha to add it to your caffeine total
- Check your daily, weekly and monthly progress in the app
- Upgrade to Pro once your first fifteen free meals are used up
Pros & Cons
Pros
- Logging a meal takes one photo, which removes the friction that kills most food diaries
- Three input routes — photo, free text and label scan — cover the moments when one of them is impractical
- Estimates arrive in a conversation and can be corrected, rather than being fixed once returned
- Goals can be described in plain language, sparing the user any calculation
- The Telegram route works without installing anything
- Caffeine tracking is included, which is uncommon among calorie counters
- Entry price is low: 7.99 USD per month, or roughly 5 USD per month billed annually, after fifteen free meals
Cons
- Every figure is an AI estimate, and the site openly says it guesses from typical ingredients and portion sizes
- No pricing page exists on the site; the amounts are readable only on the App Store listing
- No Android application and no API
- English only, for the interface as well as the analysis
- The free allowance is a one-off fifteen meals, not a permanent free tier
- No GDPR claim, no data processing agreement, no subprocessor list and no stated hosting location
- Legal documents have not been updated since 28 February 2024, while the linked iOS app now trades under a different brand
Pricing & Plans
There is no documented permanent free plan. A free allowance of fifteen meals is granted at the outset, after which continued use requires a Pro subscription. The lowest price point is 7.99 USD per month; an annual subscription is offered at 59.99 USD per year. Both are sold as in-app purchases through the Apple App Store, the website itself publishing no pricing page.
- Free allowance — first 15 meals or photos
- one-off
- with no recurring free tier
- Pro Monthly — 7.99 USD per month
- Pro Yearly — 59.99 USD per year
Data, GDPR & hosting
A consolidated view of how Meals.Chat handles your data.
GDPR overview
The word GDPR appears nowhere on the site: a search across every collected page, archived HTML included, returns no occurrence. The privacy notice of 28 February 2024 is nevertheless built on a GDPR template. It appoints a data protection officer, reachable at hello@meals.chat, enumerates the legal bases applied to each processing category — contract, consent, legitimate interest and legal obligation — and describes rights of access, correction and deletion subject to identity verification. What is missing is everything a European controller would look for next: no Article 27 EU representative is designated, no data processing agreement is published or offered on request, no subprocessor list exists, and no hosting country or region is stated. The publisher is established in Delaware and the terms are governed by United States law.
Who owns the data?
Meals.Chat is owned and operated by Mohrer Associates LLC, a company registered in the state of Delaware, United States. The privacy notice, dated 28 February 2024, states that the publisher does not share, sell or disclose to any third party the information collected through the website, except in the cases the document sets out. A data protection officer has been appointed and is reachable at hello@meals.chat. Users may review and update their personal data by signing into their account, request a copy of anything held elsewhere, and ask for its removal; the publisher verifies the requester's identity before acting. Payment details are never collected by the company, and neither its employees nor its contractors have access to them.
Reuse rights
The terms of service are silent on the ownership of the content users submit: there is no licence grant clause and no restriction on reusing your own meal photos or the estimates returned to you, so nothing in the documents prevents you from using that material as you wish. On the publisher's side, the privacy notice lists the categories processed — identity, contact details, financial and transaction data, technical data such as IP address, browser and operating system, profile and marketing preferences — under four legal bases: contract, consent, legitimate interest and legal obligation. No special category data is collected. Apple's App Store disclosure adds that purchases, contact information, user content including photos, and identifiers are linked to your identity, while usage data is not. Neither document mentions the use of submitted content to train AI models, in any direction.
Data retention & training
Hosting summary
Neither the privacy notice nor the terms of service state where user data is hosted. No country, no region and no cloud provider is named, and the site publishes no trust or security page. The only jurisdictional element available is corporate rather than technical: Mohrer Associates LLC is registered in the state of Delaware, United States, and the terms are governed by United States law. Protection in transit is claimed through SSL certificates, described as encrypting data sent between the user and the service. One technical observation sits outside the published documents and should be read as an indication rather than a commitment: the domain resolves to an address geolocated in the United States on Amazon's network, served from an anycast node. That describes the front end, not where meal photos or account records are ultimately stored. Anyone with a data residency requirement should treat the hosting location as undocumented and ask the publisher directly at hello@meals.chat.
Things to keep in mind
Risks and trade-offs to weigh before adopting Meals.Chat.
- The numbers are AI estimates presented with the confidence of measurements, and it is easy to forget they are guesses and over-trust a daily total
- Photographing every meal can reinforce obsessive tracking in people already vulnerable to disordered eating
- Meal photos are declared to Apple as user content linked to your identity, so an intimate record of what you eat, and when, accumulates over time
- The privacy notice never mentions AI model training and offers no opt-out, so you cannot know whether your photos improve the model
- No hosting country is stated and no subprocessor is named, making it impossible to know which third parties handle your data
- Outsourcing portion judgement to an app can erode your own sense of what a serving actually looks like
- The linked iOS app now trades under a different brand with a different copyright holder, a change the website does not mention
Setup & Integrations
Technical difficulty
Negligible. The Telegram route requires no installation whatsoever: open the bot from the site and send a photo. The iOS route is a standard App Store download, needing iOS 15.0 or later and 14.3 MB of storage. There is no API key to obtain, no integration to configure and no technical setting to adjust. The only configuration step is stating your goal, which can be done in plain language rather than by entering figures. No technical skill of any kind is required.
Deployment
Apps stores
Integrations
Supported languages
Behind Meals.Chat
Resources
All the official URLs gathered for verification and reference.
Frequently asked questions
How do I log a meal with Meals.Chat?
Where does Meals.Chat run?
What does Meals.Chat cost?
Is there a permanent free plan?
Can I correct an estimate that looks wrong?
Does Meals.Chat offer an API?
Which languages are supported?
Who publishes the service?
Is the service GDPR compliant?
Is my data used to train AI models?
Should you pick Meals.Chat?
Meals.Chat does one thing, and does it with unusual discipline: it removes the data entry from food tracking. Photograph the plate, read the estimate, correct it if it is off. Everything else — the ingredient reference pages, the caffeine tracking, the plain-language goal setting — hangs off that single gesture rather than competing with it. For someone who has already abandoned two calorie counters, that narrowness is the point, and the 4.8 App Store rating suggests it lands.
The reservations concern what surrounds the product rather than the product itself. Every figure is an estimate, and the site says so plainly: it guesses from typical ingredients and portion sizes. Anyone tracking food for a clinical reason should treat the numbers as indicative, not measured. The commercial documentation is equally thin — there is no pricing page at all, so the 7.99 USD monthly and 59.99 USD annual figures live only on the App Store listing and can change without leaving a trace on the site.
The legal position deserves the closest look. The privacy notice is competent and GDPR-shaped, with a designated data protection officer and enumerated legal bases, yet it never says GDPR, publishes no processing agreement, names no subprocessor, states no hosting country, and is entirely silent on whether submitted photos feed model training. It has not been touched since February 2024. Meanwhile the iOS application linked from the site now appears on the App Store under a different name, Wave Eats, carrying a copyright line for a different entity.
The verdict: a well-executed personal tool, fairly priced, worth trying on its free allowance. Not one to standardise on for anything professional or regulated until its publisher documents itself considerably better.
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