Sign Up
Log In

AI Can't Reliably Verify Itself

Verification at the speed of AI

Efficiently review facts, reasoning, citations, and claims in any text content.

Unverified
Could be perfect. Could contain errors. You can't tell.
Verified by Clarity
Now you know what you can trust.
Try It
Real Examples

Not AI search monitoring or authorship detection.
Clarity verifies facts, claims, sources, and reasoning in AI-assisted drafts.

The Problem

The Verification Gap

Even frontier models like GPT-5, Claude Sonnet 4.5, Grok-4, and DeepSeek-R1 all show hallucination rates above 10% on grounded summarization tasks.

Vectara Hallucination Leaderboard, 2025

The problem isn’t that AI makes mistakes—it’s that those mistakes are increasingly hard to see.

  • Hallucinated facts and citations look legitimate.
  • Flawed interpretations sound authoritative.
  • Incorrect assumptions hide inside polished conclusions.


These errors are difficult to detect because they appear plausible.

Asking the AI to review itself doesn’t work.
The same model confirms its own blind spots.

Clarity Closes the Verification Gap

1 Draft
Create Draft
Draft document yourself or using assistance from ChatGPT, Claude, Gemini, or any AI tool.
2 Verify
Review with Clarity
Paste your content. Three independent, domain-qualified reviewers surface what a single model misses.
Clarity can identify
Hallucinated citations or facts
Source/claim mismatch
Style issues
Formatting issues
Subtle factual drift
Internal contradictions
Unsupported causal claims
Overconfident language
Missing constraints and caveats
Risk-sensitive statements
Scope creep in generalizations
Unit/timeframe mistakes
Logical fallacies and reasoning gaps
Math errors and statistical misrepresentation
Outdated or superseded information
Ambiguous phrasing that risks misinterpretation
Capability overclaims and commitments
Policy contradictions and missing requirements
3 Resolve
Resolve Surgically
Apply targeted fixes to the exact sentences at issue, without rewriting whole sections.
4 Publish
Use with Confidence
Publish, submit, or decide knowing the highest-impact risks were identified and resolved.

AI Content Verification Examples

Real-world Clarity reviews, with issue counts by severity, plus costs.
Click to see the details.

Not Another Fact or Grammar Checker

Clarity verifies the substance of your content: the facts, the citations, the logic, the claims. Here is how that compares to what you might be using today.

Leading AI Models i Grammarly / ProWriting Originality.AI
Grammar and style ✓ ✓ ✓ ✓
Factual verification i ✓ Limited ✕ Limited*
Claim-level error reporting
(flags exact statements)		 ✓ Limited ✕ Limited*
Logic & conclusion checking (overclaims, inconsistencies) ✓ Limited ✕ ✕
Domain-specific expertise
(16 domains)		 ✓ Generic ✕ ✕
Citation & source validation
(web & academic) i 		✓ ✕ ✕ ✕
Safe surgical corrections
(not rewrites)		 ✓ ✕ ✕ ✕
Publish-ready output i ✓ ✕ ✕ ✕
* “Limited” indicates partial coverage (e.g., self-review or detection without structured claim-by-claim validation).
* Originality.ai claims 86.69% fact-checking accuracy.

Built for Trust

Enterprise-grade infrastructure for content that matters.

Zero Retention

Your content is processed and purged. We don’t store what you verify, don’t train on your data, don’t retain anything beyond your session.

Enterprise Infrastructure

Production-grade systems designed for reliability and scale. The same infrastructure trusted by Fortune 500 companies.

TLS 1.2+ Encryption

All data encrypted in transit and at rest. Your content is protected from submission through verification to delivery.

Stripe-Powered Payments

We never see your payment details. All transactions processed by Stripe, the industry standard for secure payments.

Who is Clarity for?

For Truth Seekers who need to know exactly what’s trustworthy and what needs a closer look.

Get Clarity
Try It

As seen in

Clarity | dang.ai