Trust Me Bro
Check a claim against published research. Get a receipt.
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Trust Me Bro checks one claim against published research and publishes a public receipt: a verdict, sources for and against with excerpts, and the limits of the check. Free: 5 checks a month.
PH · launched Oct 28, 2026 · 1 upvote (top 67%) · 0 views
Niche: receipt scanning and tracking apps · 79 launches, 6 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- Search & retrieval
- B2C
- AI-native
- Commercial product
- Chrome Extensions
- Productivity
- Science
Visit website ↗ Source listing ↗
More like this: all 79 launches in receipt scanning and tracking apps →
Could you build this?
Partial The interface and retrieval pipeline over PubMed or similar sources are vibe-codeable, but producing trustworthy verdicts on scientific claims needs domain expertise to validate evidence quality and avoid misleading outputs.
What it would actually take: The stack is an LLM pipeline that decomposes a claim, queries literature APIs such as PubMed, Semantic Scholar, or Crossref, extracts supporting and opposing excerpts, and renders a verdict page with citations. The hard part is evidence grading: a credible version needs methodology checks (study design, sample size, retractions) and calibration against expert-labeled claims, which requires scientists or epidemiologists to design and audit it.
Competitors
Other products that read as similar to this one : 398 launches clear the similarity bar, closest 8 shown.
Attention rank: #216 of 399 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 310 days after the earliest competitor.
- Receipt Keeper · ph · 2026-09-12 · 1 upvotes · similarity 0.51
- Reference Checker · ph · 2026-10-10 · 1 upvotes · similarity 0.49
- DropSheet · ph · 2026-09-22 · 1 upvotes · similarity 0.47
- Tell Me When · ph · 2026-11-11 · 1 upvotes · similarity 0.46
- RefereeAhead · ph · 2026-10-26 · 1 upvotes · similarity 0.45
- CSRD Disclosure Checker · ph · 2026-11-07 · 3 upvotes · similarity 0.45
- Checks2Print · ph · 2026-11-04 · 1 upvotes · similarity 0.44
- TrustScore USA · ph · 2026-10-18 · 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.