IN THE FIELD GUIDE

fuellog

fuellog.ai

Fuel/Log is a calorie tracking app that uses AI to count calories and macros from photos of food sent via Telegram. It features weekly leaderboards for user squads to compete in calorie tracking.

THE PRODUCT, BEYOND THE PITCH

Automatically researched · Not editorially reviewed · Sources checked Sep 14, 2026

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A good fit for

Users who want a simple, social calorie tracking experience without logging in.

Know the limitations

Not confirmed yet.

What you can do

Tracking calorie and macro intake easily via photos.
Competing with friends or groups in calorie tracking through squads and leaderboards.

Features

AI counts calories and macros from food photos.
Weekly leaderboards for squads to compete.
Squads have their own feed and leaderboards within group chats.

Integrations

Not confirmed yet.

Platforms & data export

Telegram bot platform.

THE COST FOR YOUR TEAM

Go beyond the starting price.

Published plan prices for your team size and usage. Results update as you type. Taxes, currency conversion and unlisted add-ons are excluded, and anything the source did not state is called out rather than guessed.

PeopleBillingCurrencyPrices are shown as published. No exchange rates are applied.Monthly usage per toolApplies to each tool’s own unit. Leave at 0 for subscription cost only.

Known monthly subtotal

$0.00/month

1 of 1 tools could not be priced with these inputs, so this is not the full cost.

Plan costs based on your requirements
Tool / plan	Monthly	Per year	What this assumes
fuellog	No pricing recorded yet. Check the official site, or ask the owner to add it.

A practical workflow

Snap your food, AI counts calories and macros in seconds, then compete in weekly leaderboards.

Based on the sources below. Editorial review does not imply hands-on product testing.

Alternatives to explore

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Candidates based on category and primary feature. Check feature and pricing differences before switching.

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What changed

Changes to the facts recorded here, not a live scan of every vendor update. Save this tool to follow updates in your account.

9/14/2026
Updated: features, platforms, summary, use cases, walkthrough
See recorded changes
features
Before: ["AI counts calories and macros from food photos sent on Telegram.","Weekly leaderboards for squads to compete in calorie tracking.","Squads have their own group chat, feed, and leaderboards."]
After: ["AI counts calories and macros from food photos.","Weekly leaderboards for squads to compete.","Squads have their own feed and leaderboards within group chats."]
platforms
Before: []
After: ["Telegram bot platform."]
summary
Before: "Fuel/Log is a calorie tracking software that uses AI to count calories and macros from photos of food sent via Telegram. It features weekly leaderboards for user groups called squads to encourage engagement."
After: "Fuel/Log is a calorie tracking app that uses AI to count calories and macros from photos of food sent via Telegram. It features weekly leaderboards for user squads to compete in calorie tracking."
useCases
Before: ["Tracking calorie and macronutrient intake easily via photos.","Competing with friends or groups to stay motivated in calorie tracking."]
After: ["Tracking calorie and macro intake easily via photos.","Competing with friends or groups in calorie tracking through squads and leaderboards."]
walkthrough
Before: ["Snap a photo of your food.","AI counts calories and macros in seconds.","Compete with your squad in weekly leaderboards."]
After: ["Snap your food, AI counts calories and macros in seconds, then compete in weekly leaderboards."]

Sources & research

Fuel Log — calorie tracking you'll actually stick to ↗

How we research, calculate costs, and distinguish sponsorship