Quinto – Frequently Asked Questions

Welcome to Quinto - the coolest AI app for tracking your weight, calories, and macros! Quinto does not give advice, does not recommend diets, does not judge your eating habits. It's just a tracking tool for weight, calories, and macronutrients (proteins, fats, net carbs). Quinto works fast, efficiently and anonymously - without traditional profiles, without email confirmations, without passwords.

We recommend reading this document in its entirety. While everything in Quinto is intuitive, to make the most of its tools, pay close attention to 1. Getting Started, 3.2 Food Entry (Method #1), 3.3 Alternative Entry via ChatGPT (Method #2), 4. Settings, and 5. FoodDB.


1. Getting Started

1.1. What is a Database ID and how do I log in?

1.2. Creating a new database

  1. On your first visit, click the link "Click here to create a new database".
  2. Enter a valid email address (you can use a temporary or non-existent email - it makes no difference to us).
  3. Copy the generated Database ID and save it securely (e.g., in a password manager like 1Password, Bitwarden, or KeePass).

1.3. Installing as a Mobile App (PWA)

Quinto is built as a PWA (Progressive Web App). This means you won't find it in Google Play or the App Store. You can install it directly from your browser on your phone or computer. It functions as a fast, lightweight, and fully native app with its own home screen icon.

How to install it:


2. The Main Screen - Today - Y / 7 / 10 / 30

When you open Quinto, it automatically loads the view for the current day, displaying your current weight and daily nutritional balance.

quinto main screen

2.1. Daily weight and consumption

2.2. Quick Navigation

Fast-navigation buttons located above the main table allow you to scan specific timeframes and view average values for those periods:

2.3. Charts

quinto diagrams

Clicking the chart icon opens a graphical visualization of your data. The charts adapt dynamically to the period selected on the main screen:

2.4. Dark and Light Mode

A toggle button in the top-right corner allows you to instantly switch between dark and light modes.


3. Data Entry (Food and Weight)

Data entry in Quinto is made for speed, eliminating the need to search for foods, click through endless menus or select items in nested dropdown lists. Everything is handled via a single text input field, accessed by tapping the cookie icon in the bottom-left corner.

quinto insert dialog

3.1. Logging daily weight

Tracking weight is crucial for hitting your targets (losing, gaining, or maintaining). Quinto eliminates the need for a separate weight logging form:

3.2. 🍞 🥑 🍅 Adding Foods (Method #1)

This is the primary method for daily tracking. It is designed for single-ingredient weighed foods (bread, meat, potatoes, etc.), which is the only accurate way to maintain a food diary! You don't enter calories and macros manually - simply tell Quinto what you ate using your phone's voice-to-text feature!

3.3. 🍕 🍔 🍨 Alternative Entry via ChatGPT Projects (Method #2)

(The instructions below are 100% applicable for ChatGPT, the Claude app and the web version of Grok.)

While Quinto's built-in fast AI models (Method #1) are ideal for tracking standard weighed ingredients, integrating with the standalone ChatGPT app (for Android / iOS / Web) grants you "superpowers" in two specific scenarios:

  1. Complex, multi-ingredient meals: When eating complex recipes (e.g., 100g of moussaka, a serving of Ajiaco soup), the full-featured ChatGPT model has a vast knowledge base to break down the dish and approximate its macros more effectively than lightweight flash models.

Note: This method is not precise and can lead to significant discrepancies. Cooking 400g of lentils with 20g vs 120g of oil changes the macronutrients drastically! ChatGPT cannot know the exact recipe used and relies on standard averages. Use this as a fallback option, such as when dining out or visiting friends.

  1. Snapping barcodes and labels: You can photograph a nutrition facts label on a snack wrapper, chocolate bar, or protein snack directly inside the ChatGPT app and instruct it: "Add 35g of this bar". ChatGPT reads the label, scales the math to 35 grams, and outputs a ready-to-use logging link.

How it works:

ChatGPT does not log into your database directly. Instead, based on your voice or text or image inputs, it calculates the macros and outputs a special link. Clicking this link opens Quinto and automatically logs the food or weight into your diary.

Instructions for initial ChatGPT setup:

To train ChatGPT to format data for Quinto, you must create a Project inside the ChatGPT app. This is a one-time configuration:

  1. Open your ChatGPT sidebar menu and select New Project.
  2. Name the project: 🍪 Quinto
  3. Go to Project Settings -> Instructions.
  4. In Quinto, navigate to Settings -> AI Prompt, copy the pre-made system prompt code, and paste it directly into ChatGPT's Instructions box.

How to use it step-by-step:

  1. Open the ChatGPT app on your phone.
  2. Enter the 🍪 Quinto project (you must be inside this project chat for the instructions to apply!), New chat:
    • Type or use voice-to-text (e.g., "I ate 120 grams of chicken breast and 80 grams of rice").
    • Click the + button, select camera: take a photo of the nutrition facts label on a product and type - "add 50g of this".
  3. ChatGPT responds with a quick summary and a clickable link.
  4. Tapping the link redirects you to Quinto, where your data is logged instantly.

4. Settings

quinto settings

One of the greatest benefits in Quinto is that you can train it to understand your personal routines, custom units, and household items. This is configured on the Settings page.

Anything you write in the settings text box is sent to the AI model as part of the query right before your food entry text. This gives the model immediate context, so you don't have to explain your shorthand terms every time.

What is this useful for?

Guidelines for writing instructions:

To ensure the model processes your rules flawlessly, follow these simple formatting tips:

Examples of good custom instructions:

Once you save these instructions, you can simply type on the main screen: "2 eggs, 3 Bisq cookies". The AI model automatically computes that as 120g of eggs and 87g of cookies, extracts their macros, and adds them to your log. Refer to the next section to see how to add the macronutrients per 100 g of Bisq cookies to the database.


5. Food Database (FoodDB)

quinto food db

The FOODS page is the core of Quinto's nutritional ledger. It manages two types of data, letting you customize your most frequently consumed products.

1. System Foods

These are pre-configured, baseline entries for raw ingredients and staple foods (e.g., croissant, mayonnaise, ketchup). They are globally accessible and serve as the foundation used by the AI for regular calculations.

2. User Foods (highlighted in purple)

These are your personal entries. When you buy a specific commercial item (like a particular brand of protein bar, quark, or cured meat), you can log its metrics here.

How to add a custom food item:

Scroll to the bottom of the page to find the submission form. All parameters must be calculated per 100 grams of the product:

  1. Enter the food's name (match the name you intend to type or speak when logging it).
  2. Grams of fat per 100g.
  3. Grams of net carbohydrates (total carbohydrates minus dietary fiber) per 100g.
  4. Grams of protein per 100g.
  5. Tap the orange save button.

Important note on carbohydrates: Because Quinto is built for dietary precision and discards non-caloric fiber, always subtract fiber from total carbohydrates when pulling values from product labels. For instance, if a label reads: Total Carbohydrates 12g, Dietary Fiber 4g – you should log 8 in the Carbs field.


6. Language and Time Zone

quinto timezone and language

The Language and Time Zone configuration page can be accessed even before logging into the system via the Language/Zone button.


7. Account Management

quinto account

From the Account tab, you can track your active database properties, sessions, and AI quota balances.


8. Trial, Subscription, Pricing, and Payments

Quinto is a paid application for a simple reason: it utilizes commercial, paid Large Language Models (LLMs) for food logging.

Why is there a 10,000 query limit?

Your account dashboard displays a counter (e.g., "You have 9974 remaining requests"). This annual threshold is a technical guardrail. It protects our infrastructure from malicious bot vectors attempting to execute thousands of automated API hits that could degrade service stability. If you manage to exhaust this quota through regular tracking, reach out to us and we will top up your account with an additional 10,000 requests for free :-)


9. Credits


10. Write to us!

Once you create your database and log into Quinto, go to the FAQ page within the app, and you will find the contact form at the very bottom.

10. Write to us!

Use the form below if you have any questions, have found bugs in the application, or for anything else. We will reply to the specified email as soon as possible.