TruthLens
Research reliability engine

Find what researchers missed.
Verify what they claim.

TruthLens discovers research gaps and evaluates scientific reliability by detecting contradictions, conflicting studies, and weak evidence.

Upload PapersSee Example Analysis
PAPER 01
Effects of intermittent fasting on metabolic markers
84
/ 100
Reliable, with minor limitations
Source credibility
13/15
Methodology
17/20
Evidence strength
16/20
Internal consistency
13/15
External validation
12/15
Bias / COI
8/10
Timeliness
5/5
Two questions

Where should I research next?
Can I trust this paper?

Upload one or many papers. TruthLens reads them, cross-references claims, and returns evidence-grounded answers — not a summary.

Research Gap Finder
Established knowledge, unanswered questions, missing variables, and researchable next steps.
Reliability Checker
100-point rubric covering credibility, methodology, evidence, consistency, bias and more.
Knowledge Graph
Visual map of agreements and contradictions across every paper you upload.
PDF · DOCX · TXT
Drop in papers, articles, reports — TruthLens extracts text and analyzes locally first.
The 100-point rubric

Every score is justified with evidence from the paper.

15
Source credibility
20
Methodology
20
Evidence strength
15
Internal consistency
15
External validation
10
Bias / COI
5
Timeliness
100
Total

Stop trusting abstracts. Start verifying claims.

TruthLens is built for researchers, students, journalists, and anyone who needs to know what the evidence actually says.

Get started — it's free