Finds Data

Product data · Japan · US · Singapore

Clean product data,
ready on day one.

Deduplicated, categorised and documented datasets with photos, nutrition, prices and bilingual names. Or name a market and a category, and we build the dataset and a website for it.

565,586rows across 5 datasets
10,501,619filled data points
3countries
CSV · JSONL · SQLiteevery format, every time

Datasets

jp-packaged-food-v1

Japan Packaged Food

Nutrition, allergens, ingredients and pack photos for Japanese snacks, drinks and groceries, with JA/EN names.

13,813 rows · 287,346 data points · 36 fields

Ready to sell (ODbL)

Buyers: allergy & diet apps, inbound travel, importers

us-grocery-v1

US Grocery Products

Half a million US grocery barcodes with nutrition per 100 g, Nutri-Score, NOVA, allergens and labels.

506,630 rows · 9,505,700 data points · 30 fields

Ready to sell (ODbL)

Buyers: nutrition apps, retail analytics, ML training

sg-grocery-menus-v1

Singapore Grocery & Menus

Singapore supermarket products plus restaurant chain menu prices.

29,474 rows · 358,244 data points · 30 fields

Grocery part ODbL; menu part needs rights check

Buyers: F&B analytics, delivery apps, price research

jp-aquarium-v1

Japan Aquarium Products

Tanks, filters, lighting, food and livestock supplies sold in Japan, with JA/EN descriptions.

11,623 rows · 283,661 data points · 31 fields

Rakuten-derived: licence check before sale

Buyers: pet retailers, importers, marketplace sellers

jp-fishing-gear-v1

Japan Fishing Gear

Rods, reels, lures and terminal tackle from 402 Japanese makers, with target fish, styles and fields.

4,046 rows · 66,668 data points · 41 fields

Rakuten-derived: licence check before sale

Buyers: tackle shops, exporters, fishing apps

Custom data builds

The same pipeline that built these datasets, pointed at your market. You get a cleaned dataset and, if you want, a fast searchable website on your own domain.

Dataset

$1,500

One country, one category, up to 50k products. Cleaning, dedupe, categories, photos, README and coverage report. 2 weeks.

Dataset + site

$3,500

Everything in Dataset, plus a bilingual product site like our Japan, US and Singapore finds sites, deployed on your domain.

Monthly refresh

$400/mo

New products, price changes and removed items, delivered monthly with a change log.

See it running

Japan

Mizube Finds

75k products

United States

Pantry Finds

507k products

Singapore

Lah Finds

29k products

API

Label Lens API

524k barcodes, live lookup

Buy or enquire

Online checkout opens soon. Until then, reply to whoever sent you this page with the dataset or build you want, and we'll send an invoice.