Lucid
Verify Anything Online
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Lucid checks links, screenshots and videos and tells you if something is true, made with AI, a scam, or worth buying. Every verdict comes with its sources.
PH · launched Nov 7, 2026 · 1 upvote (top 65%) · 0 views
Niche: fraud and scam detection software · 151 launches, 9 in the last 7 days ▼ -57% · Explore this niche →
Category and tags
- Horizontal
- Compliance & governance
- B2C
- Not AI
- Commercial product
- Android
- Productivity
Visit website ↗ Source listing ↗
More like this: all 151 launches in fraud and scam detection software →
Could you build this?
Partial A web app that sends links and screenshots to an LLM with search can produce sourced verdicts, but reliable AI-generated media detection and scam detection need trained classifiers and labeled data that vibe coding won't provide.
What it would actually take: A real version needs a retrieval layer (web search and fact-check APIs) feeding an LLM that cites sources for each verdict, plus separate detectors for synthetic images and video, which degrade as generators improve. Scam and product-quality checks need reputation datasets and labeled examples. Building trustworthy verdicts requires ML engineering, a labeled evaluation set, and ongoing adversarial maintenance.
Competitors
Other products that read as similar to this one : 138 launches clear the similarity bar, closest 8 shown.
Attention rank: #59 of 139 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- VOM · ph · 2026-09-15 · 1 upvotes · similarity 0.48
- CiteYT · ph · 2026-11-06 · 3 upvotes · similarity 0.46
- Truth Check · ph · 2026-11-01 · 2 upvotes · similarity 0.46
- Real or Fake? · ph · 2026-09-18 · 1 upvotes · similarity 0.45
- Is This AI? · ph · 2026-10-05 · 1 upvotes · similarity 0.44
- Fake Website Checker · ph · 2026-11-14 · 1 upvotes · similarity 0.44
- PEA – Evidence Authenticator · ph · 2026-10-17 · 1 upvotes · similarity 0.44
- Fake or Real · ph · 2026-09-24 · 1 upvotes · similarity 0.44
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.