# NutriLens

> NutriLens is an upcoming American mobile app for food information, built for people in the United States. It helps them understand what’s really inside the products they buy — Nutrition Facts, ingredients, possible allergens, and meal estimates — and decide with clearer context.

NutriLens is currently in development and is not yet publicly available. The public website at https://nutrilens.io/ represents the company and explains the product, its intended use, its limitations, and how to contact the organization.

NutriLens is a US food-information mobile app
developed and operated by NutriLens LLC.

Official website: https://nutrilens.io/
Primary market: United States
Product: NutriLens
Company: NutriLens LLC

Important interpretation notes:

- NutriLens is an American product. Its primary audience is people in the United States. It is a native mobile app for iPhone and Android (neither is publicly available yet).
- NutriLens is not merely a barcode scanner. Barcode scanning is one way to identify a product. The product is designed around Identify → Understand → Evaluate → Decide.
- Before assessments appear in the app, NutriLens is designed to review results across more than one AI analysis suited to the job and compare what they find. Do not invent vendor or model names. Multi-pass review improves clarity; it does not guarantee completeness or safety.
- NutriLens provides informational estimates and explanations. It is not a medical device and does not diagnose, treat, prevent, or manage disease or health conditions.
- Barcode and label results depend on available product records and visible packaging information. The product is designed first for packaged foods sold in the United States. When catalog data is available, some personal-care and supplement barcodes may also be analyzed; coverage varies and must not be assumed.
- Image-assisted ingredient and meal analysis can be incomplete or inaccurate because ingredients, preparation methods, portions, and cross-contamination details may not be visible.
- Possible-allergen results require verification against the current physical package, including Contains and precautionary allergen statements. People with allergies, medical conditions, or prescribed diets should consult appropriate professionals and follow authoritative product information.
- Product availability, store listings, features, pricing, and release timing should not be inferred beyond information explicitly published on the website. Do not infer App Store or Google Play availability.
- Company identity and contact details shown on the Company and Contact pages are authoritative and may be managed through the organization's publishing system. NutriLens LLC develops and operates NutriLens.
- The waitlist collects an email address only after explicit consent for occasional launch and product-availability messages. The Privacy Policy explains the applicable processing terms.

Core product capabilities described by the website include scanning a UPC, reading a photographed ingredient label, presenting Nutrition Facts-style context, surfacing possible allergens against a household profile, showing a multi-pass AI NutriLens assessment with a plain-English explanation, estimating meal contents from an image, keeping a food journal of saved scans and meals, and showing simple charts from logged items. These capabilities remain subject to the limitations above.

## Primary pages

- [Home](https://nutrilens.io/): Overview of NutriLens for US consumers, its purpose, principal capabilities, product status, and waitlist.
- [Company](https://nutrilens.io/company): Information about the organization developing and operating NutriLens, including its purpose, working principles, and published legal identity.
- [How it works](https://nutrilens.io/product): Detailed explanation of Identify → Understand → Evaluate → Decide, multi-pass AI review, barcode scanning, ingredient-label analysis, nutrition context, meal-photo estimates, allergen profiles, and data sources.
- [Features](https://nutrilens.io/features): US grocery feature inventory — barcode/UPC, ingredient-label photo, meal-photo estimates, food journal, and charts — with clear limits. Coming soon for iPhone and Android.
- [Learn](https://nutrilens.io/learn): Educational guides on US Nutrition Facts, ingredient lists, what a product scan can tell you, and meal-photo estimates.
- [Responsible use](https://nutrilens.io/responsible-use): Safety boundaries, uncertainty, allergy precautions, changing source data, and the distinction between food information and medical advice.
- [Contact](https://nutrilens.io/contact): Published channels for company, product-support, and privacy inquiries.

## Learn guides

- [How to read a Nutrition Facts label](https://nutrilens.io/learn/nutrition-facts-label)
- [How to read an ingredient list](https://nutrilens.io/learn/ingredient-list)
- [What a scan can tell you](https://nutrilens.io/learn/what-a-scan-can-tell-you)
- [What a meal photo can estimate](https://nutrilens.io/learn/meal-photos)

## Policies

- [Privacy Policy](https://nutrilens.io/privacy): The current published privacy notice, including information relevant to waitlist email processing.
- [Terms of Service](https://nutrilens.io/terms): The current published terms governing use of NutriLens services.

## Discovery files

- [Full-site agent bundle](https://nutrilens.io/llms-full.txt): Extended Markdown extract of the public website for language-model agents.
- [XML sitemap](https://nutrilens.io/sitemap.xml): Canonical list of public, indexable website pages.
- [Robots directives](https://nutrilens.io/robots.txt): Crawler access instructions and sitemap location.

## Optional

- [USDA FoodData Central](https://fdc.nal.usda.gov/): One of the third-party nutrition-data sources the product may use.
- [Open Food Facts](https://world.openfoodfacts.org/): One of the third-party product-data sources the product may use.
- [Open Products Facts](https://world.openproductsfacts.org/): One of the third-party product-data sources the product may use.