AI-Powered Fact Verification

Verify Any Claim. See the Evidence.

LaPruv shows you what the evidence says — not what to believe. 29 reasoning traps detected. 9-state verdict system. Full transparent evidence trail.

Try: "Drinking 8 glasses of water prevents kidney stones by 40%"

29 Reasoning Traps9 Verdict StatesFull Evidence TrailSource-Ranked Results

Trusted by journalists, researchers, and fact-checkers worldwide.

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Reasoning traps detected
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Verdict states
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Source reliability tiers
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Audit fields per verification
Interactive Demo

Watch a claim get verified

See exactly how LaPruv processes a claim through 8 pipeline stages.

Claim being verified

“Drinking 8 glasses of water daily prevents kidney stones by 40%”

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PII Scan

1

Claim Analysis

2

Normalization

3

Evidence Retrieval

4

Governance

5

Trap Detection

6

Verdict Engine

7

Decision Card

Process

How it works

01

Submit your claim

Enter any factual claim in plain language. LaPruv classifies it into one of 6 types: factual, statistical, causal, temporal, comparative, or scientific.

02

Evidence retrieved

The system queries curated sources across 5 reliability tiers. Each source is scored for authority, methodology, independence, and freshness.

03

Reasoning traps checked

29 reasoning traps are evaluated against the evidence. From correlation-causation errors to citation cascades to survivorship bias. Nothing slips through.

04

Transparent verdict

You receive a 9-state verdict with a confidence score, full evidence trail, source credibility scores, and an immutable audit record.

Comparison

What makes LaPruv different

Other tools give you answers. LaPruv shows you the evidence and lets you decide.

FeatureLaPruvChatGPTGoogleSnopes
Shows evidence sources
Detects reasoning traps
Source credibility scoring
Immutable audit trail
Confidence score with formula
Handles conflicting evidence
Never tells you what to believe
Built for those who demand truth

Who uses LaPruv

3× faster

Investigative Journalists

Verify sources before publication. Catch citation cascades that make weak claims look like consensus.

29 traps auto-detected

Research Teams

Evaluate clinical claims and catch reasoning traps in meta-analyses.

34-field audit trail

Legal & Compliance

Every verification produces an immutable replay bundle that stands up in court.

10K+ claims/month

Enterprise Trust & Safety

Process thousands of claims at scale with API-first architecture and batch verification.

9 verdict types

Educators & Students

Teach critical thinking through structured reasoning frameworks.

Free tier available

Curious Minds

Stop forwarding misinformation. Verify any claim in seconds.

Verdict System

9 precise verdict states

Not just true or false. LaPruv captures the full spectrum of what evidence can tell us.

Supported

Evidence clearly supports the claim

Partially Supported

Core claim verified, specifics not fully verifiable

Refuted

Evidence directly contradicts the claim

Mixed Evidence

Credible sources disagree, no clear resolution

Conflicting Evidence

Independent high-quality sources directly contradict

Insufficient Evidence

Not enough reliable evidence available

Not Verifiable

Input is opinion, question, or non-falsifiable

Escalated to Review

Automated resolution unsafe, routed to human reviewer

System Error

Infrastructure error prevented verification

Evidence Quality

5-tier source hierarchy

Every source is graded. Higher-tier sources carry more weight in the confidence formula.

T1Primary Research & Records
weight: 1.0

Peer-reviewed studies, government records, census data

T2Institutional Publications
weight: 0.8

Government reports, university studies, institutional white papers

T3High-Quality Journalism
weight: 0.6

Established news organizations, fact-checkers, expert commentary

T4Secondary Commentary
weight: 0.3

Blog posts, op-eds, general news without named sourcing

T5Unverified Sources
weight: 0.0

Anonymous content, social media, forums — excluded from scoring

Live verifications
8 recent

Drinking 8 glasses of water prevents kidney stones by 40%

PARTIALLY_SUPPORTED
62%

The Great Wall of China is visible from space

REFUTED
91%

Coffee consumption reduces risk of Type 2 diabetes

SUPPORTED
84%

5G towers cause respiratory illness

REFUTED
97%

Reading physical books improves memory more than e-books

MIXED_EVIDENCE
48%

Global average temperatures rose 1.1°C since pre-industrial era

SUPPORTED
96%

Vitamin C cures the common cold

REFUTED
88%

Mozart's music makes babies smarter

INSUFFICIENT_EVIDENCE
31%

Drinking 8 glasses of water prevents kidney stones by 40%

PARTIALLY_SUPPORTED
62%

The Great Wall of China is visible from space

REFUTED
91%

Coffee consumption reduces risk of Type 2 diabetes

SUPPORTED
84%

5G towers cause respiratory illness

REFUTED
97%

Reading physical books improves memory more than e-books

MIXED_EVIDENCE
48%

Global average temperatures rose 1.1°C since pre-industrial era

SUPPORTED
96%

Vitamin C cures the common cold

REFUTED
88%

Mozart's music makes babies smarter

INSUFFICIENT_EVIDENCE
31%

Security

Built for trust

PII Protection

Personal data is scrubbed before processing. Raw PII never touches persistent storage.

GDPR & CCPA Compliant

Right to erasure supported. Privacy redaction built into the governance layer.

Immutable Audit Trail

Every verification produces a 34-field Replay Bundle. Results cannot be altered after the fact.

Encrypted at Rest

All data encrypted with AES-256. Evidence stored in content-addressable storage.

TLS 1.3 Everywhere

All traffic encrypted in transit. HTTPS enforced. No exceptions.

AWS Infrastructure

Hosted on AWS with VPC isolation, WAF protection, and multi-AZ redundancy.

Pricing

Simple, transparent pricing

Start free. Upgrade when you need more.

Free

$0forever

10 verifications / month

  • Basic verification
  • Standard source tiers
  • Decision Card results
  • Email support

Pro

$29/ month

100 verifications / month

  • Full verification pipeline
  • All 5 source tiers
  • Verification history
  • Evidence deep-dive
  • Export results
  • Priority support

Team

$99/ month

500 verifications / month

  • Everything in Pro
  • Team accounts (5 seats)
  • API access
  • Batch verification
  • Custom policy profiles
  • Dedicated support

Need more? Enterprise plans available with custom limits, SLA, and dedicated support.