Real-time claim detection in text

As users write or paste content, HighlightFactCheck scans for factual claims — statistics, dates, quotes, and verifiable assertions. The tool highlights each claim and automatically cross-references it against trusted sources. This happens inline, so editors see potential issues without disrupting their flow. For teams using Grammarly or similar writing assistants, this adds a verification layer those tools don't provide.

Business outcome: Editors catch inaccurate claims before publication, reducing retractions and maintaining audience trust.

Multi-source cross-referencing engine

The platform checks claims against a curated database of authoritative sources, including academic journals, government databases, and reputable news archives. When a claim matches or contradicts a source, the tool surfaces the relevant excerpt and a confidence score. This gives editors context, not just a pass/fail flag.

Business outcome: Teams reduce research time by 60-70% on common factual claims, accelerating editorial workflows.

CMS integration for inline verification

HighlightFactCheck offers browser extensions and API integrations with major content management systems. Editors see flagged claims directly inside their CMS editor, with suggested corrections and source links. This removes the friction of switching between tools during the editing process.

Business outcome: Verification becomes part of the natural editing workflow, not a separate review step that creates bottlenecks.

Audit trail and compliance reporting

Every verification action is logged: which claims were flagged, what sources were checked, and whether the claim was corrected or published as-is. This creates a verifiable audit trail for compliance teams and publishers who need to demonstrate due diligence.

Business outcome: Organizations can prove editorial oversight, which matters for regulatory compliance and legal defense.

Custom source lists and domain rules

Teams can upload their own trusted source lists and set domain-specific verification rules. A medical publisher, for example, can prioritize clinical trial databases, while a financial newsroom can weight SEC filings more heavily. This customization makes the tool relevant across industries.

Business outcome: Industry-specific verification ensures claims are checked against the most relevant authorities, not generic sources.

Batch verification for high-volume content

For teams publishing dozens of articles daily, the batch verification mode processes multiple documents simultaneously. Editors receive a consolidated report of all flagged claims across their content queue, prioritized by severity and confidence score.

Business outcome: High-volume publishers maintain verification standards without proportional increases in editorial time.

• Inline verification speedClaims are flagged in real-time as content is written, not as a post-publication check.
• Source transparencyEditors see exactly which source contradicted or confirmed a claim, enabling informed decisions.
• Compliance-ready audit trailsEvery verification action is logged, making it suitable for regulated industries.
• Customizable source databasesTeams can prioritize industry-specific sources, improving relevance over generic fact-checking.

• Not a content generatorThis tool verifies claims but doesn't help create or improve content — you need separate writing tools.
• Source database limitationsFor niche or highly specialized topics, the tool may lack authoritative sources, requiring manual checks.
• Contextual nuance gapsThe tool can miss claims that require deep contextual understanding or domain expertise to evaluate.
• Professional RealityHighlightFactCheck reduces verification time but doesn't eliminate the need for human editorial judgment — complex claims still need a subject matter expert's review.

Newsroom pre-publication checks

Daily news publishers use HighlightFactCheck to scan articles for unverified statistics, quotes, and dates before publication. Editors resolve flagged claims in minutes rather than spending hours on manual verification. This keeps publication schedules on track without sacrificing accuracy.

Regulatory compliance for financial content

Financial communications teams verify that earnings reports, market analyses, and investor presentations contain only verified data points. The audit trail feature provides compliance documentation for regulatory reviews.

Academic journal manuscript screening

Publishers scan submitted manuscripts for unverified citations, fabricated statistics, or questionable claims before sending to peer review. This reduces reviewer workload and flags potential integrity issues early.

Content marketing brand safety

Marketing teams verify statistics and claims in blog posts, whitepapers, and case studies before publication. This prevents the brand damage that comes from publishing inaccurate data, especially in B2B contexts where credibility drives deals.

Sign up for the free tier at highlightfactcheck.com — no credit card required.

Install the browser extension or connect your CMS via the provided API documentation.

Configure your source preferences — upload any industry-specific databases your team relies on.

Open a draft document and run the claim detection. Review flagged claims and resolve them before publishing.