Can the tool fact-check AI-generated content?

Yes — this is one of the main use cases. AI models can hallucinate facts that look convincing but are wrong. Content Integrity identifies claims in AI-generated text and cross-references them against reliable sources. It's especially useful for statistics, years, names and specific claims that AI often gets wrong.

What sources are used for verification?

The tool uses a combination of Google Search Grounding, academic databases, public statistics agencies (like SSB for Norwegian data), and recognized news sources. You can also add your own reliable sources to the source library for industry-specific verification.

Does this work for Norwegian content?

Yes — the tool supports Norwegian, Swedish, Danish and English content. For Norwegian content it uses Norwegian sources like SSB, regjeringen.no and Norwegian news media for verification. It also understands Norwegian context so it can identify claims specific to the Norwegian market.

Does this replace manual fact-checking?

It dramatically reduces the need for manual fact-checking, but shouldn't replace it entirely — especially for YMYL content. Think of it as a first layer of quality assurance that catches most errors and lets you focus manual effort on the most critical claims.

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Content Integrity Scanner

What it does

Verifies facts, sources and claims in your content. Identifies potential errors and missing source references.

Incorrect facts and unverified claims in your content undermine credibility and can damage rankings

In an era of AI-generated content and rapid publishing, the risk of factual errors is greater than ever. A wrong statistic, an outdated claim or a missing source reference can undermine the entire article's credibility. Google increasingly prioritizes E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness), and content with factual errors signals low quality to both readers and search engines. The problem is amplified when you use AI to generate drafts — AI models can hallucinate facts, mix up statistics, or present outdated information as current.

AI-generated content can contain hallucinated facts, wrong statistics and outdated claims that look convincing but are incorrect
Missing source references mean readers and Google can't verify your claims — which weakens E-E-A-T signals
A single factual error in an otherwise good article can destroy credibility and cause readers to leave the page
Manual fact-checking of long articles is extremely time-consuming — especially when you publish multiple articles per week

Automatic verification of facts, sources and claims directly in Creative Studio

Creative Studio Content Integrity scans your content and identifies claims that need verification, statistics that may be outdated, and places where source references are missing. The tool cross-references claims against reliable sources, flags potential factual errors, and suggests source links you can add to strengthen credibility. Everything happens directly in Creative Studio so you can fix issues while writing.

Claim detection: automatically identifies sentences containing facts, statistics or claims that should be verified
Source verification: cross-references claims against reliable sources and flags those that can't be confirmed
Source suggestions: suggests relevant sources and links you can add to strengthen the article's credibility and E-E-A-T
Freshness check: identifies statistics and facts that may be outdated and suggests updated figures

Features

Real-time fact check: scans content as you write and flags claims needing verification with color-coded markers
Source library: builds a library of reliable sources you've used before, so you can quickly reuse verified references
Consistency check: identifies contradictory claims within the same article or across the website's content
Integrity report: generates a report with all claims, their verification status and suggested improvements before publishing

How it works

Write or paste your content in Creative Studio — Content Integrity automatically scans and identifies all claims and facts
Review flagged claims with color codes: green (verified), yellow (needs check), red (potentially wrong) — with suggested sources
Add source references from suggestions, update outdated facts, and generate an integrity report documenting content quality

Use cases

Content teams using AI to generate drafts needing to verify that all facts and claims are correct before publishing
YMYL websites (Your Money Your Life) publishing health, finance or legal content where factual errors can have serious consequences
SEO agencies producing content for clients needing to document content quality and source usage as part of the delivery

Why use Creative Studio Content Integrity?

Credibility is the most important currency online. A single factual error can destroy the trust readers have in your content, and Google is getting increasingly better at identifying and deprioritizing low-credibility content. Content Integrity gives you a safety net that catches errors before they reach your readers.

With increasing use of AI in content production, the need for fact-checking is greater than ever. AI models are fantastic at generating well-written text, but they can also generate convincing errors. Content Integrity is designed specifically to catch these AI hallucinations and ensure that everything you publish is correct.

For YMYL websites, this isn't just useful — it's necessary. Google holds health, finance and legal content to a higher standard, and factual errors in these categories can have real consequences for readers. Content Integrity helps you meet these higher requirements and build the credibility needed to rank in these competitive categories.

FAQ

Can the tool fact-check AI-generated content?: Yes — this is one of the main use cases. AI models can hallucinate facts that look convincing but are wrong. Content Integrity identifies claims in AI-generated text and cross-references them against reliable sources. It's especially useful for statistics, years, names and specific claims that AI often gets wrong.
What sources are used for verification?: The tool uses a combination of Google Search Grounding, academic databases, public statistics agencies (like SSB for Norwegian data), and recognized news sources. You can also add your own reliable sources to the source library for industry-specific verification.
Does this work for Norwegian content?: Yes — the tool supports Norwegian, Swedish, Danish and English content. For Norwegian content it uses Norwegian sources like SSB, regjeringen.no and Norwegian news media for verification. It also understands Norwegian context so it can identify claims specific to the Norwegian market.
Does this replace manual fact-checking?: It dramatically reduces the need for manual fact-checking, but shouldn't replace it entirely — especially for YMYL content. Think of it as a first layer of quality assurance that catches most errors and lets you focus manual effort on the most critical claims.

Try Content Integrity Scanner free