Nicheloom visits: 58,069 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

Product City: Your AI Career Agent

A year ago this was an idea. Today it's your Signal.

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

A year ago we launched here as an early idea. Since then: live on iOS & Android, anonymous ratings building your Signal, AI-guarded against spam, skills ranked into Streets, and 100+ brand deals for showing up. Same mission. Real product now. You're invited! 💐

PH · launched Sep 15, 2026 · 1 upvote (top 69%) · 0 views

Niche: ai coaching apps · 253 launches, 23 in the last 7 days ▼ -18% · Explore this niche →

Category and tags

  • HR & recruiting
  • Agent / copilot
  • B2C
  • AI-native
  • Commercial product
  • Artificial Intelligence
  • LinkedIn
  • Career

Visit website ↗ Source listing ↗

Could you build this?

Partial While the mobile app interface and social profiles are vibe-codeable, building a fraud-resistant anonymous peer rating network with anti-collusion and anti-spam heuristics requires non-trivial trust-and-safety engineering.

What it would actually take: The system requires a mobile frontend (React Native/Flutter) connected to a backend running graph algorithms to score user reputation while preventing sybil attacks, rating trading, and review bombing. The difficult engineering challenges lie in building a robust anti-collusion scoring pipeline (e.g., PageRank-like personalized trust scores or zero-knowledge reputation schemes) and sourcing brand partnership integration pipelines.

Competitors

Other products that read as similar to this one : 282 launches clear the similarity bar, closest 8 shown.

Attention rank: #232 of 283 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 321 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.