Nicheloom

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

Kelsira

AI-scored reviews — fair to shoppers, fair to stores

Details

External ID
1251384
Source
PH
Company
—
Product
Kelsira
Website domain
producthunt.com
Launched
Sept. 16, 2026
Cohort
—
Upvotes
2
Upvotes percentile
0.7405388069275176
Tags
SaaS, E-Commerce, Web Design
Fetched at
Sept. 17, 2026, 5:01 p.m.
Updated at
Sept. 17, 2026, 5:01 p.m.

Description

Most review tools protect businesses from unfair reviews, or push them to fix real problems — never both. Kelsira's AI reads what a review actually says and scores product, service, and delivery separately by the facts, so one angry customer doesn't tank your rating. But if the same real issue keeps showing up, new reviews get penalized until you fix it. Nothing is ever hidden or edited — every score is auditable.

Enrichment

Theme
AI developer tools and resources
Vertical
Retail & commerce
Function
Analytics & BI
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
ai review scoring system for ecommerce stores
Manually corrected
False

Could you build this?

Yes It is an e-commerce review widget and dashboard that uses GPT-4o to parse submitted review text into category-specific numerical scores.

Competitors

Other products that read as similar to this one — 110 launches clear the similarity bar, closest 8 shown.

Attention rank: #17 of 111 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 191 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.