Extract Data from Product Labels Automatically
Upload a product label image or PDF and get product name, barcode, ingredients, allergen warnings, expiry date, and compliance certifications extracted instantly.
Used by retail buyers, food safety teams, and product compliance departments worldwide.
Stop manually transcribing product label data
Re-entering product names, barcodes, ingredients, and expiry dates from physical or digital labels into your product database is slow and misses critical details.
❌ Before ParserBee
- Read each product label manually to capture key details
- Re-type product name, barcode, and ingredients into your database
- Risk missing allergen warnings or certification marks
- Process labels from new suppliers individually with no consistency
- Have no structured record of label data for compliance audits
✅ After ParserBee
- Upload label images or PDFs via browser or API
- Extract all product details, ingredients, and compliance data automatically
- Capture allergen warnings and certifications consistently
- Build a searchable product label database for compliance
- Process labels from any supplier in any format
How ParserBee Parses Product Labels
Three steps from document to structured data — no templates or training required.
Upload the Document
Upload a PDF, PNG, JPG, or WebP file. Multi-page documents are processed as a single job.
AI Extracts All Fields
ParserBee identifies and extracts every field automatically — no training or configuration required.
Get Structured Data
Download as JSON or CSV, or use the API to push data directly into your systems on upload.
Fields Extracted from Product Labels
The template comes pre-built with these fields. Add, remove, or rename any field before saving.
Sample Extracted Output
Upload a product label and ParserBee returns a structured table like this — automatically.
| Field | Extracted Value |
|---|---|
| Product Name | Organic Rolled Oats 500g |
| Brand | Harvest Fields |
| SKU | HF-OAT-500G |
| Barcode | 5012345678901 |
| Net Weight | 500g |
| Country of Origin | United Kingdom |
| Expiry Date | 31 Aug 2026 |
| Storage Instructions | Store in a cool, dry place |
| Certifications | Organic Certified, Gluten-Free Tested |
Every field is pulled directly from the document. You define what to extract — ParserBee does the reading.
Who Uses This Template
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Frequently Asked Questions
What data is extracted from a product label?
Product name, brand, SKU, barcode or UPC/EAN, net weight, country of origin, ingredients list, allergen warnings, expiry date, storage instructions, manufacturer address, and certifications.
Can it read barcodes from label images?
Yes. The barcode number printed on the label is extracted as a text field. Full barcode scanning is separate from document extraction.
Does it work with food labels that have long ingredients lists?
Yes. The ingredients field captures the full ingredients list as shown on the label.
Can it identify allergen warnings specifically?
Yes. The allergenInfo field is dedicated to capturing allergen statements and warnings. This makes it easy to filter products by allergen.
Does it work with labels in different languages?
ParserBee processes English-language labels. For multilingual labels, the English section can be isolated by cropping or the field descriptions can specify which language to extract.
Related Templates
Start extracting product label data today
Free to try. No credit card required. Works on your first upload.
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