Terms of Service

1. Acceptance of Terms

By accessing or using Let's Fit (accessible at letsfit.online, including our food database, recipe library, and AI Vision Meal Scanner), you acknowledge that you have read, understood, and agreed to be legally bound by these Terms of Service.

If you do not agree to all terms and conditions outlined herein, you must immediately discontinue use of the website and related services.

2. Informational & Educational Scope

Let's Fit is an interactive digital encyclopedia and computational estimation tool designed to foster nutritional literacy:

• AI Vision Approximations: Our meal scanner utilizes computer vision algorithms (powered by Google Gemini 3.6 Flash) to segment visible plate ingredients and compute mathematical approximations of weight (grams), calories (kcal), and macronutrients (protein, carbs, fats, fiber).
• Variability: AI estimates are probabilistic and calculated from visual cues. Actual nutritional values may differ due to preparation techniques, hidden cooking oils, culinary density, or ingredient varieties.
• Standard Database Reference: Baseline nutritional profiles on the platform are benchmarked against standardized USDA FoodData Central reference values for whole foods.

Culinary Benchmarks & AI Imagery Representation

The dietary visual benchmarks, ingredient reference cards, and chef recipe imagery published across Let's Fit may incorporate AI-assisted conceptual photographic renderings. These visuals serve strictly as illustrative, educational representations of standard portion compositions and culinary preparations. Actual colors, textures, and physical appearances of prepared foods may vary based on sourcing, regional varieties, and cooking methods.

3. Clinical & Dietary Disclaimers

The content, nutritional estimates, and AI meal scans provided by Let's Fit do not constitute clinical medical, dietary, or healthcare advice, diagnosis, or prescription.

Always consult a licensed physician, certified registered dietitian (RD/RDN), or qualified healthcare professional before undertaking any dietary regimen, caloric restriction, fasting protocol, or fitness program.

Do not disregard professional medical advice or delay seeking clinical consultation because of any data, recipe, or AI calculation displayed on Let's Fit. If you suspect an allergic reaction, medical emergency, or metabolic complication, contact emergency medical services immediately.

4. Acceptable Fair Use & Anti-Abuse

To ensure reliable service availability and protect shared compute resources, you agree not to engage in any of the following prohibited activities:

• Automated Scraping: Utilizing automated bots, spiders, or scrapers to harvest data, recipes, or images from letsfit.online.
• Rate Limit Bypassing: Attempting to circumvent the 5-scans-per-6-hours quota through IP spoofing, header tampering, proxy rotators, or unauthorized key forging.
• Malicious Payloads: Uploading corrupted files, non-image binaries, executable scripts, or malicious content through the upload endpoint.
• Service Degradation: Launching denial-of-service (DoS/DDoS) attacks, flood requests, or actions intended to compromise infrastructure stability.

We reserve the right to immediately terminate access or block IP ranges that violate these fair use terms.

5. Intellectual Property Rights

All website design, visual identity, custom stylesheets, interactive user interfaces, codebases, graphics, and original editorial content on Let's Fit are the proprietary property of Let's Fit (letsfit.online) and protected under applicable copyright and intellectual property laws.

You are granted a limited, non-exclusive, non-transferable license to access and view content for personal, non-commercial purposes only.

6. Limitation of Liability & Contact

TO THE FULLEST EXTENT PERMITTED BY LAW, LET'S FIT AND ITS OPERATORS, CONTRIBUTORS, AND INFRASTRUCTURE PROVIDERS SHALL NOT BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, OR PUNITIVE DAMAGES RESULTING FROM:

1. Your use of or inability to use the platform or AI scanning utility;
2. Any inaccuracies, omissions, or variances in AI-generated calorie or macronutrient estimates;
3. Any dietary decisions, health outcomes, or weight fluctuations experienced by users;
4. Temporary service outages, third-party model latencies, or data transmission failures.

We reserve the right to revise these Terms of Service at any time. Material changes will be noted on this page with the revised Effective Date.

For legal inquiries, terms clarifications, or grievance redressal under applicable regulations, please contact us at support@letsfit.online.