Edition of October 26, 2026Use cases · with prompt · with sourcePTEN

Home / Health

Health · Blog · 🌐 International · via agentusecases.ai

Food diary by photo, voice or text on Telegram

An n8n template estimates the calories and protein of meals and tracks goals, without asking for weight or height.

Profession
Nutritionist, Consumer
Tools
n8n, Gemini, Telegram
Source
n8n.io ↗
Country
🌐 International
Found via
agentusecases.ai (Alex Finn) ↗
Report date
no date
Verified on
October 25, 2026
Illustrative photo: Health sector

What they did

The workflow signs up the user with calorie and protein goals. A Gemini-powered agent interprets text, transcribed audio or a photo of the plate, estimates calories and macros, and logs them in a spreadsheet, replying with the day's balance.

How it went

It's a published template; there is no usage data.

Good to know

Photo-based estimates are often off; they work for building a habit, not for a clinical diet.

The prompt

Today I ate: [list of meals with approximate portions]. Estimate the calories and protein for each item, the daily total, and how much is left to reach my goal of [calories] and [protein]. Indicate how uncertain each estimate is.

Replace what is in [brackets]. Prompt written by us from the account, not a literal copy of the source. Do not paste other people’s personal data (privacy laws such as LGPD and GDPR apply).

Summary in our own words. Results as stated in the original account; we have not tested or audited them. Read the source ↗ Case found via agentusecases.ai (Alex Finn); text and prompt rewritten by us. Found a mistake?

Similar cases

all in Health →

Illustrative photo: Health sector01
Health🇧🇷 Brazil

Nutritionists Assess Diets Created by AI

Experts explain where a chatbot's meal plan helps and where it becomes a risk.

NutritionistPatientChatGPTGemini
NewsSee prompt →
Illustrative photo: Health sector02
Health🇧🇷 Brazil

Trainers Evaluate Workouts Built by ChatGPT and Gemini

CNN asked AIs for weight-loss and beginner workouts and took the results to two professionals.

ConsumerFitness InstructorChatGPTGemini
NewsSee prompt →
Illustrative photo: Health sector03
Health🇧🇷 Brazil

A nutritionist produces content in 15 minutes a day with AI

A nutritionist from Caxias do Sul lists AI among the turning points in their practice: fast content and a virtual assistant.

NutritionistIA generativa
BlogSee prompt →
Illustrative photo: Health sector04
Health🇧🇷 Brazil

Why Asking AI for a Meal Plan Instead of a Nutritionist Can Go Wrong

A report recalls the case of an American who was poisoned after swapping salt for bromide.

NutritionistPatientChatGPT
NewsSee prompt →
Illustrative photo: Health sector05
Health🇺🇸 United States

A running plan for someone who hated running

An American asked ChatGPT for a science-based exercise plan, ran six times a week and lost 12 kg.

PatientConsumerChatGPT
NewsSee prompt →
Illustrative photo: Health sector06
Health🇬🇧 United Kingdom

The GP form they kept putting off

A London user asked the agent to fill out a long form from their family doctor.

PatientAgente de IA
X · via agentusecases.aiSee prompt →
Illustrative photo: Health sector07
Health🌐 International

Unexplained fatigue: agent suggested tests and specialists

Noah described his symptoms; the agent listed blood tests and doctors, and he booked everything.

PatientAgente de IA
X · via agentusecases.aiSee prompt →
Illustrative photo: Health sector08
Health🇺🇸 United States

Disputing a hospital bill the insurer already paid

The agent found the insurer's statement for a surgery from a year earlier and sent the dispute with the document.

PatientGrok Bot
X · via agentusecases.aiSee prompt →

The newsletter · Caderno de IA

As 5 da semana

5 AI use cases with prompts, every Tuesday in your inbox. Free, with sources. The newsletter is written in Portuguese.

No spam. Unsubscribe anytime.

We use your email only to send the newsletter. See the privacy policy.