Curated first
Every product starts as a seed pick for review, not a paid listing feed.
Recommendation board
Browse draft recommended candidates
These products are seed candidates for the POC. They should become platform recommendations only after admin approval, source review, and parent evidence.
This POC is not medical advice. Parent ratings, rating breakdowns, and product-specific
recall checks are not verified in the seed data.
For overwhelmed product decisions
Not an endless catalogue. A small, moderated shortlist.
Safety visible
Age range, certification claims, recall status, and usage notes are shown upfront.
Parent proof
Parent ratings are collected separately and stay pending until moderated.
Moderation model
What the POC tracks before a product earns trust.
Trusted source references
Official product pages and expert guidance are linked for every seed pick.
Parent feedback loop
Parent rating collection, common complaint validation, and community submissions are planned workflow states.
Safety review
Certifications, age fit, usage cautions, and recall checks are separated from marketing claims.
Suggested score components
- Parent rating score: 30%
- Verified parent review count: 20%
- Expert/source credibility: 20%
- Safety score: 15%
- Complaint/risk score: 10%
- Editorial confidence: 5%
Promotion gate
A community product becomes review-eligible only after enough ratings, strong average rating, positive review ratio, no unresolved severe safety complaint, and admin approval.
Liked by Mothers
Community submissions stay separate until approved.
No approved community products are included in this POC yet. Submitted products are stored as local drafts and should enter moderation before display.
0 approved community products
Awaiting moderated parent submissions
Community contribution
Recommend a product for review
The live product can collect parent-submitted recommendations, then route them to moderation before they appear in the trusted shortlist.