Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Barcodepedia

Look up any barcode and see who's behind the product

This is 1 of 143 launches in nutrition tracking and food coaching — see how it stacks up on momentum and crowding →

49 other launches read as similar to this one →

Details

External ID
1266953
Source
PH
Company
—
Product
Barcodepedia
Website domain
producthunt.com
Launched
Oct. 2, 2026
Cohort
—
Upvotes
2
Upvotes percentile
0.7795419052576783
Tags
Health & Fitness, Food & Drink, Shopping
Fetched at
Oct. 3, 2026, 1 a.m.
Updated at
Oct. 3, 2026, 1 a.m.

Description

Free product encyclopedia indexed by barcode. Type one in and you get the ingredients, plus who owns the brand and who actually makes it, which often aren't the same company. Every fact links to its source. AI agents add new products every day, mostly food and drink so far, and the goal is anything with a barcode. No ads, no sign-up to read.

Enrichment

Theme
nutrition tracking and food coaching
Vertical
Retail & commerce
Function
Search & retrieval
Audience
B2C
AI stance
Not AI
Project type
Hobby / open-source project
Normalized one-liner
barcode lookup directory to discover product manufacturers
Manually corrected
False

Could you build this?

Partial A barcode lookup UI is simple, but building and maintaining a reliable, verified corporate ownership knowledge graph mapped to global UPC/EAN barcodes requires significant data extraction and scraping infrastructure.

What it would actually take: Requires automated web scrapers and crawlers targeting regulatory filings, packaging registries (GS1, Open Food Facts), and company ownership databases, backed by entity resolution algorithms and verification pipelines to keep millions of barcode-to-parent-company mappings accurate.

Competitors

Other products that read as similar to this one — 49 launches clear the similarity bar, closest 8 shown.

Attention rank: #10 of 50 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 169 days after the earliest competitor.

Other launches for this product