Product Nutrition Facts OCR API

Snap. Scan. Track. Veryfi's AI-powered Product Nutrition Facts OCR API instantly extracts structured nutrition data from any food label with exceptional accuracy. Stop manual entry forever and give your users the seamless nutrition tracking experience they crave. Perfect for health apps, fitness platforms, and dietary management solutions looking to streamline user experience and drive engagement.

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Product Nutrition Facts OCR API

Unlock a Wealth of Data in Product Nutrition Facts

Every product nutrition label contains dozens of essential data points that businesses across industries desperately need—calories, sodium levels, protein content, allergen warnings, ingredient lists, serving sizes, and nutritional percentages—yet most food manufacturers, retailers, and health platforms still rely on painfully manual processes that consume 15-30 minutes per product entry, create massive inventory bottlenecks, and leave dangerous room for human error in critical health information. From grocery chains struggling to populate online catalogs while customers demand instant nutritional transparency, to meal kit companies battling compliance delays during product launches, to healthcare apps missing opportunities to provide real-time dietary guidance, the cost of manual Product Nutrition Facts processing extends far beyond wasted time—it directly impacts time-to-market, regulatory compliance, and customer trust in an increasingly health-conscious marketplace.

Veryfi’s Product Nutrition Facts OCR API transforms this broken process by instantly extracting structured, actionable nutritional data from product labels, packaging photos, and food images with 99%+ accuracy, eliminating the need for manual transcription, nutritionist reviews, and the endless data verification cycles that delay product launches and frustrate health-conscious consumers. Whether you’re processing hundreds of SKUs daily or thousands of product variations, our advanced machine learning technology scales effortlessly to turn Product Nutrition Facts into instant business intelligence, helping forward-thinking organizations across every vertical—from e-commerce platforms enabling smart dietary filtering to fitness apps delivering personalized nutrition tracking—stop losing revenue to manual data entry delays and start gaining the competitive advantage that comes from real-time, automated nutrition processing.

Did You Know: This is a Wild Fact!

The serving sizes on nutrition labels are often completely disconnected from how people actually eat the product. For example, a standard bag of chips might list the serving size as “about 15 chips” – but studies show most people eat 2-3 times that amount in one sitting. This means when you see “150 calories per serving,” you’re likely consuming 300-450 calories without realizing it.

Even more surprising: serving sizes aren’t based on recommended portions for health – they’re based on data from the 1970s and 1980s about what people typically consumed back then. So a “serving” of ice cream is half a cup, but the average person serves themselves about a cup and a half. This means millions of people are unknowingly consuming far more calories, sugar, and sodium than they think they are, simply because the math on the label doesn’t match reality. It’s like having a speedometer that only shows half your actual speed!

It’s Time to Build: Use Cases

OCR

Food & Grocery Retailers

Stop losing customers to competitors with complete nutritional transparency. Manual entry of nutrition facts for 40,000+ SKUs takes your team 6 months – Veryfi processes them in 6 hours. Instantly populate your e-commerce platform with accurate calorie counts, allergen warnings, and dietary filters that today’s health-conscious shoppers demand. Beat Amazon’s nutrition data completeness while they’re still typing.

Meal Kit & Food Delivery

Recipe launches delayed 3 weeks for nutrition analysis cost you $2M in lost first-mover advantage. Every meal kit competitor launches faster because they’re not manually calculating nutrition facts for 200+ weekly recipes. Veryfi’s API instantly extracts nutrition data from ingredient photos, enabling same-day recipe launches with FDA-compliant labeling that keeps you ahead of the competition.
AI

Health & Fitness Apps

Your users abandon food logging because barcode scanning fails 60% of the time on fresh products without UPCs. Manual nutrition entry takes 3 minutes per meal – users quit after day 2. Veryfi’s API turns any food photo into instant nutrition tracking, helping users log meals in 10 seconds instead of 3 minutes. Boost engagement by 300% with effortless food logging.
RD

Food Manufacturers

FDA compliance delays cost you $500K per week in missed retail deadlines. Your regulatory team spends 40 hours per product creating nutrition labels that could be automated in 40 seconds. Veryfi’s API ensures FDA-compliant formatting, accurate nutritional calculations, and instant label generation that gets products to market 85% faster while eliminating costly compliance errors.
+ Rx

Healthcare & Clinical Nutrition

Patient dietary compliance drops 70% when manual food logging takes too long. Diabetics need instant carb counts, kidney patients need precise sodium levels, but traditional nutrition tracking fails them. Veryfi’s API provides clinical-grade accuracy for patient food photos, enabling real-time dietary monitoring that improves outcomes and reduces hospital readmissions by 25%.

Restaurant Chains

Menu labeling compliance across 500+ locations costs $2M annually in legal fees and fines. Manual nutrition analysis for seasonal menus delays launches by months, not weeks. Veryfi’s API instantly processes ingredient photos into FDA-compliant nutrition facts, enabling same-day menu updates across all locations while ensuring consistent accuracy that protects your brand from costly violations.
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E-commerce Platforms

Incomplete nutrition data costs you $50M in lost health-conscious shoppers who buy elsewhere. Amazon’s nutrition completeness gives them 40% conversion advantage on food products. Veryfi’s API processes seller-uploaded product photos into comprehensive nutrition profiles, enabling advanced dietary filtering (keto, diabetic, allergen-free) that captures high-value health market segments competitors can’t serve.
AI

Corporate Wellness Programs

Employee health program participation drops 80% when nutrition tracking takes 5+ minutes daily. Your $2M wellness investment fails because employees won’t log food manually. Veryfi’s API enables effortless meal photo logging that boosts program engagement 10x, reduces healthcare costs by tracking real dietary behavior, and provides actionable nutrition insights that actually improve employee health outcomes.
Lab

Food Testing Laboratories

Manual transcription of nutrition panel results creates 15% error rates that cost clients FDA violations and product recalls. Lab technicians spend 30 minutes per sample typing data that Veryfi processes in 30 seconds. Our API digitizes nutrition test results with 99.9% accuracy, eliminating transcription errors while processing 10x more samples daily. Turn your lab into a competitive advantage, not a bottleneck.

+ Custom Nutrition Solutions

Every industry has unique nutrition data challenges. Whether you’re processing supplement facts panels, international nutrition labels, or specialized dietary compliance requirements, Veryfi’s API can be customized for your specific workflow. Reach out to [email protected] and let’s automate your nutrition data processing challenges.
Request: Product Nutrition Facts Data Extraction
import requests
url = "https://api.veryfi.com/api/v8/partner/any-documents"
headers = {
'CLIENT-ID': '<API_KEY_VALUE>',
'AUTHORIZATION': '<API_KEY_VALUE>'
}
payload = {'file_url': 'https://cdn…'}
response = requests.post(url, headers=headers, data=payload)
print(response.json())
Response: Structured JSON
{
“blueprint_name”: “product_nutrition_facts”,
“calories_per_serving”: 230,
“serving_size”: “2/3 cup (55g)”,
“servings_per_container”: 8,
“nutrition_facts_per_serving”: [
{
“nutrient_description”: “Total Fat”,
“nutrient_amount”: “8g”,
“nutrient_daily_value”: 10
},
{
“nutrient_description”: “Saturated Fat”,
“nutrient_amount”: “1g”,
“nutrient_daily_value”: 5
},
{
“nutrient_description”: “Sodium”,
“nutrient_amount”: “160mg”,
“nutrient_daily_value”: 7
},
{
“nutrient_description”: “Calcium”,
“nutrient_amount”: “260mg”,
“nutrient_daily_value”: 20
},
{
“nutrient_description”: “Iron”,
“nutrient_amount”: “8mg”,
“nutrient_daily_value”: 45
},
{
“nutrient_description”: “Potassium”,
“nutrient_amount”: “240mg”,
“nutrient_daily_value”: 6
}
]
}

Product Nutrition Facts OCR API

Ship nutrition parsing in minutes, not months. Veryfi’s blazingly fast API extracts nutrition facts with surgical precision using just a few lines of code.

Everything you need to dominate nutrition data extraction:
🚀 Battle-tested AI model ready to crush production workloads from day one
⚡ Lightning-fast SDKs in every language you love – because waiting is for competitors
🎯 Zero-code dashboard to manage docs, tune models, and ship features like a boss

Ready to ship? Get your API key and be processing menus in under 5 minutes.

Product Nutrition Facts – Fields Supported

  • Insurance Company Information
    • Company Name: GEICO ADVANTAGE INSURANCE COMPANY
    • Company Address: One GEICO Center, Macon, GA 31295-0001
    • Phone Number: 1-800-841-3000
    • Email: Not provided
    • Website: Not provided
  • Policy Information
    • Policy Number: 4593845532
    • Effective Date: 2021-11-23
    • Expiration Date: 2022-05-23
  • Vehicle Information
    • VIN: 1FM5K8AR4EGC51495
    • Make: FORD
    • Model: EXPLORER
    • Year: 2014
    • Full Description: 2014 FORD EXPLORER
  • Covered Passengers
    • Primary Insured: ANN M DELINSKY
    • Secondary Insured: ROBERT J DELINSKY
    • Total Passengers Covered: 2
  • Document Metadata
    • Document ID: 5990576
    • Created Date: 2025-05-01 21:05:00
    • Updated Date: 2025-05-01 21:05:00
    • External ID: (your CRM reference #)
  • Image Information
    • Image URL: …/auto-insurance-card/default.jpg
    • Thumbnail URL: …/auto-insurance-card/default.jpg
    • OCR Score: 0.985 (98.5%)
    • Page Width: 736 pixels
    • Page Height: 552 pixels

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