Nicheloom

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

The Guru Index

Scan a skincare product, see what the experts said

Details

External ID
1262488
Source
PH
Company
—
Product
The Guru Index
Website domain
producthunt.com
Launched
Sept. 29, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
iOS, Health & Fitness, Beauty
Fetched at
Sept. 30, 2026, 1:01 a.m.
Updated at
Sept. 30, 2026, 1:01 a.m.

Description

Standing in the shop holding a skincare product you've never heard of? Photograph the label and The Guru Index shows you what dermatologists, cosmetic chemists and estheticians have actually said about it. Every product gets one Guru Score, built from 43,000+ quoted takes by 50 trusted experts across 4,600+ products. Sponsored takes are labelled and count for half, and no brand pays us for a score. Search by name, heart what you want, and build a routine. Free on iPhone.

Enrichment

Theme
beauty, skincare, and wellness technology
Vertical
Retail & commerce
Function
Search & retrieval
Audience
B2C
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
skincare barcode scanner for expert product reviews
Manually corrected
False

Could you build this?

Partial The label-scanning OCR UI is easy, but compiling and maintaining a verified dataset of 43,000+ expert quotes mapped to specific cosmetic formulas requires extensive curation.

What it would actually take: The mobile app uses standard OCR (Apple Vision or Google ML Kit) to extract ingredient lists and product names, sending queries to a backend API. The difficult hurdle is the proprietary database and ingestion pipeline that crawls, extracts, and sentiment-scores expert opinions from YouTube, dermatological blogs, and cosmetic chemistry papers.

Competitors

Other products that read as similar to this one — 53 launches clear the similarity bar, closest 8 shown.

Attention rank: #24 of 54 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 167 days after the earliest competitor.

Other launches for this product