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TrustCheck AI

Spot scam warning signs before you act.

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TrustCheck AI helps people spot warning signs in suspicious M-Pesa messages, scam messages, job offers, online earning opportunities and website links. Choose a category, submit a message or link, and receive an automated risk assessment with explanations and safety tips. Starting in Kenya, with English and Kiswahili support.

PH · launched Nov 7, 2026 · 1 upvote (top 65%) · 0 views

Niche: fraud and scam detection software · 151 launches, 14 in the last 7 days ▼ -22% · Explore this niche →

Category and tags

  • Security
  • Agent / copilot
  • B2C
  • AI-native
  • Commercial product
  • Productivity
  • Artificial Intelligence
  • Security

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Could you build this?

Partial The user flow and LLM-based risk assessment are easy to vibe-code, but accuracy depends on a curated, locally specific dataset of Kenyan M-Pesa and job/earning scams that a solo builder would not have.

What it would actually take: A basic version is a web or mobile front end plus an LLM prompted with scam taxonomies and rules, with a link-checking step (domain age, reputation lookups). A real version needs a labeled corpus of Kenyan scam messages, collected with fraud analysts or telco partners, to tune the classifier and cut false positives. Ongoing updates as scam tactics change also require a feedback loop from real users.

Competitors

Other products that read as similar to this one : 185 launches clear the similarity bar, closest 8 shown.

Attention rank: #65 of 186 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 274 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.