Disclaimer
Last updated: June 1, 2026
Please read this disclaimer carefully before using BiteBloom. By using the app, you acknowledge and agree to the following.
1. AI-Generated Nutrition Estimates
BiteBloom uses artificial intelligence (Google Gemini) to analyze food photos and estimate nutrition values. These estimates are approximations only and are not equivalent to laboratory-tested nutritional analysis.
The accuracy of nutrition estimates depends on many factors, including:
- Image quality and lighting conditions
- Visibility of all food items on the plate
- Portion size estimation (AI estimates portions based on standard plate sizes)
- Food preparation methods that may not be visible in a photo (oil, butter, sauces)
- Regional variations in food recipes and ingredients
- The inherent limitations of AI image recognition technology
Actual nutritional content of your meals may differ significantly from the values shown in the app. Do not rely on these estimates for medical or clinical purposes.
2. Not Medical or Dietary Advice
BiteBloom is not a medical device and does not provide medical advice. The nutrition information, meal scores, health insights, and recommendations presented in the app are for informational and educational purposes only.
The app should not be used as a substitute for:
- Professional medical advice from a qualified healthcare provider
- Personalized dietary guidance from a registered dietitian or nutritionist
- Clinical nutritional assessment or therapy
- Diagnosis or treatment of any medical condition, eating disorder, or nutritional deficiency
3. Consult a Healthcare Professional
Before making any significant changes to your diet, caloric intake, or nutritional habits based on information from BiteBloom, you should consult with a qualified healthcare professional. This is especially important if you:
- Have a medical condition (diabetes, heart disease, kidney disease, etc.)
- Are pregnant or breastfeeding
- Have a history of eating disorders
- Are taking medications that may interact with dietary changes
- Have food allergies or intolerances
- Are under 18 years of age
4. No Guarantee of Accuracy
We make no warranties or guarantees regarding:
- The accuracy of AI food identification (the app may misidentify food items)
- The precision of portion size estimation
- The correctness of calorie, macro, mineral, or vitamin values
- The accuracy of barcode-scanned nutrition data from Open Food Facts (which is community-contributed and may contain errors)
- The appropriateness of meal scores or health suggestions for your individual needs
- The accuracy of daily target calculations based on your profile data
5. Allergies and Food Safety
BiteBloom cannot detect allergens, contaminants, or food safety issues. The app analyzes visible food items in photos and cannot identify hidden ingredients that may cause allergic reactions. Never rely on BiteBloom to determine if a food is safe for consumption, particularly if you have food allergies or sensitivities.
6. Barcode Data Disclaimer
Nutrition data obtained through barcode scanning is sourced from the Open Food Facts database, an open, community-contributed database. This data may be incomplete, outdated, or inaccurate. Always verify nutrition information on the product packaging when precision is important.
7. Limitation of Liability
To the maximum extent permitted by law, Prasad Rawas and BiteBloom shall not be held liable for any adverse health outcomes, injury, or damages of any kind arising from:
- Reliance on nutrition estimates provided by the app
- Dietary decisions made based on information from the app
- Inaccurate food identification or nutrient calculations
- Any failure to identify allergens or harmful substances in food
8. Use at Your Own Risk
By using BiteBloom, you acknowledge that you use the app and its nutrition information at your own risk. You accept full responsibility for any dietary decisions you make based on information provided by the app.
9. Contact Us
If you have questions or concerns about this Disclaimer, please contact us at: