A client needing nutritional-label data for Hong Kong supermarket and convenience-store items — full nutrition panel with barcodes — delivered in a specified Excel format.

Use Case

Nutrition / Product Label Data

Region

Hong Kong

Coverage

Supermarket & convenience store

Full Panel

Nutrition Fields

Supermarket

+ Convenience Store

Barcode

Matched

Excel

Client Format

Contact Sales

Key Takeaways

Actowiz captured full nutritional-label data for Hong Kong supermarket and convenience-store items, delivered in the client's specified Excel format. For each product the pipeline captured name, brand, barcode/EAN, category, serving size, and the full nutrition panel — energy, protein, total and saturated fat, carbohydrates, sugars, sodium, and other listed values — along with the store/source. Because nutrition panels are presented inconsistently across products and packs, the value Actowiz added was structured parsing of label data into a consistent per-field schema, barcode matching, and QA — turning label images and text into a clean, analysis-ready nutrition dataset.

What did the client need?

The client needed nutritional-label data for supermarket and convenience-store items in Hong Kong, delivered in a specified Excel format.

They needed the full nutrition panel per product — energy and macronutrients with per-serving values — plus product identifiers, so the data could be analysed or matched against a catalogue.

What made this hard?

Inconsistent panels. Nutrition panels are formatted differently across products and had to parse into a consistent schema.
Per-serving normalization. Serving sizes and units varied and had to be captured consistently.
Barcode matching. Barcodes/EAN had to be captured for reliable product matching.
Supermarket + c-store coverage. Both channels had to be covered.
Exact Excel format. Output had to match the client's specified Excel structure.

How did Actowiz solve it?

Actowiz built a label-parsing pipeline structuring nutrition panels into a consistent schema, matched by barcode, delivered to the client's Excel format.

Approach

Label parsing. Nutrition panels parsed into per-field values.
Full-panel capture. Energy, macros, sugars, sodium, and other listed values captured.
Barcode matching. Barcode/EAN captured per product for matching.
Two-channel coverage. Supermarket and convenience-store items covered.
Excel delivery. Output structured to the client's specified Excel format.

Data Attributes / Fields

Field	Description
product_name / brand	Product and brand
barcode_ean	Barcode / EAN
category	Product category
serving_size	Serving size and unit
energy	Energy (kcal/kJ)
protein / fat / sat_fat	Protein, total fat, saturated fat
carbohydrate / sugars	Carbohydrates and sugars
sodium / other	Sodium and other listed nutrients

What were the results?

Clean nutrition dataset. Full panels structured into a consistent, analysis-ready schema.
Matchable. Barcodes enabled reliable product matching.
Two-channel coverage. Supermarket and convenience-store items covered.
Client-format delivery. Delivered in the exact Excel structure requested.

Project at a Glance

Metric	Value
Use Case	Nutrition / product label data
Region	Hong Kong
Coverage	Supermarket & convenience store
Fields	Full nutrition panel + barcode + serving size
Matching	Barcode / EAN
Data State	Parsed, normalized, QA'd
Output	Client-specified Excel format

Client Feedback

“Nutrition panels are a mess to collect by hand. Actowiz parsed them into clean per-field values with barcodes, exactly in the Excel format we needed — ready to analyse.”

— Data Lead, Nutrition / FMCG Client

Frequently Asked Questions

Q: What nutrition fields are captured?

A: The full panel — energy, protein, total and saturated fat, carbohydrates, sugars, sodium, and other listed values — plus serving size.

Q: Which channels are covered?

A: Hong Kong supermarket and convenience-store items.

Q: Is barcode/EAN captured?

A: Yes — for reliable product matching against a catalogue.

Q: What format is delivered?

A: The client's specified Excel format, with a consistent per-field schema.

Need structured product-label or nutrition data?

Actowiz Solutions parses product and nutrition labels into clean, matchable datasets in your required format. Visit actowizsolutions.com to discuss your data requirement.

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