Best Web-Based Disinformation Detection Tools of 2026

Originality.ai is an all-in-one AI and plagiarism detection solution built for serious content verification. It offers one of the most accurate AI detectors available, capable of identifying AI-generated, AI-edited, and mixed-authorship text. Users can scan text, PDFs, or URLs for AI usage, plagiarism, grammar issues, factual accuracy, and readability. The platform provides detailed reports with sentence-level highlights and shareable results for proof of originality. Originality.ai also includes a Chrome extension that can replay how a document was written, helping prevent false accusations. Its tools are designed for real-world publishing, marketing, and educational use rather than purely academic analysis. Flexible models allow organizations to choose strict or AI-tolerant detection policies. The platform supports bulk scanning and enterprise workflows. Data is encrypted and never used for AI training without consent. Originality.ai helps teams enforce content standards at scale.

Maltego can be used by many users, including security professionals, forensic investigators and investigative journalists as well as researchers. You can easily gather information from disparate data sources. All information can be automatically linked and combined into one graph. Automately combine disparate data sources using point-and-click logic. Our intuitive graphical user interface allows you to enrich your data. You can detect patterns even in the largest graphs using entity weights. You can annotate your graph and then export it for further use. Maltego defaults to using our public Transform server. We have learned over the years that flexibility is important in choosing the right infrastructure for enterprise users.

Every piece of digital content carries its own narrative, whether it's genuine or artificially generated, and the specifics are significant. With Truepic’s innovative technology, you can enhance transparency and foster trust in online content. Their glass-to-glass system meticulously tracks the creation and modification of content, making those insights accessible to you from any location. Recognized as one of TIME’s Best Inventions, Truepic’s secure camera technology ensures that vital information—like date, time, location, and the authentic pixels captured—are incorporated, signed, and sealed in each image or video. By leveraging this technology, you can significantly boost transparency regarding the origins of content, including how, when, where, and by whom it is produced within your offerings. This commitment to clarity not only strengthens credibility but also enriches user experience in an increasingly complex digital landscape.

Fakespot serves as a safeguard against online scams during your shopping experiences. Embrace the secure shopping movement and uncover the reality behind products, reviews, and sellers prior to making any purchases. Whether you are shopping from your couch or on your phone, Fakespot is there to support you. With its innovative browser application, you can navigate the internet, and whenever you visit a supported site, Fakespot’s features will activate to assist you in making well-informed buying choices. The functionality that allows sharing to analyze remains available for those transitioning from our earlier app. Since its launch, Fakespot has meticulously reviewed over 9 billion product and seller evaluations. This comprehensive analysis empowers you to choose wisely so that you genuinely enjoy each item you buy and avoid returns. Furthermore, Fakespot continuously enhances its algorithms to stay ahead of new threats, ensuring your shopping experience is safe and secure. In the end, Fakespot not only simplifies your shopping but also conserves your time and money while eliminating stress. You can shop with confidence, knowing that Fakespot is dedicated to protecting your interests.

The rise of online disinformation and counterfeit media has become a significant danger to democracy, the economy, and society as a whole. Verifying content on a large scale and in near real-time presents considerable challenges, even for seasoned journalists, fact-checkers, human rights advocates, and scholars specializing in media literacy. To address this issue, the WeVerify initiative seeks to create advanced methods and tools for intelligent human-in-the-loop content verification and disinformation analysis. By analyzing social media and web content within the context of the broader online landscape, the project aims to unveil false information through techniques such as cross-modal content verification, social network analysis, targeted debunking strategies, and a blockchain-based public repository for documenting known fabrications. This multifaceted approach not only enhances the accuracy of information but also empowers individuals and organizations to combat misinformation effectively.

ActiveFence offers an end-to-end protection solution for generative AI applications, focusing on real-time evaluation, security, and comprehensive threat testing. Its guardrails feature continuously monitors AI interactions to ensure compliance and alignment with safety standards, while red teaming uncovers hidden vulnerabilities in AI models and agents. Leveraging expert-driven threat intelligence, ActiveFence helps organizations stay ahead of sophisticated risks and adversarial tactics. The platform supports multi-modal data across 117+ languages, handling over 750 million daily AI interactions with response times under 50 milliseconds. Mitigation capabilities provide access to specialized training and evaluation datasets to proactively reduce deployment risks. Recognized and trusted by leading enterprises and AI foundations, ActiveFence empowers businesses to safely launch AI agents without compromising security. The company actively contributes to industry knowledge through reports, webinars, and participation in global AI safety events. ActiveFence is committed to advancing AI safety and compliance in an evolving threat landscape.

We created Bot Sentinel with the intention of making it user-friendly while providing extensive information. By showcasing detailed data about the Twitter accounts we monitor, we aim to help website visitors understand how malicious accounts disseminate disinformation and target others. Our commitment to transparency allows us to present numerous data points to our users. As a non-partisan platform, we monitor all types of accounts without bias. Utilizing advanced machine learning and artificial intelligence, our platform categorizes Twitter accounts and maintains a publicly accessible database for anyone to explore. Bot Sentinel was developed through the analysis of thousands of accounts and millions of tweets to enhance the accuracy of our machine-learning model, which boasts a classification accuracy of 95%. Unlike many other tools that simply identify "bots," our focus is on recognizing specific behaviors and activities that violate Twitter’s guidelines, making our approach unique and effective. Ultimately, our mission is to empower users with the knowledge needed to navigate the complexities of online interactions.

Parafact is an innovative platform powered by artificial intelligence that allows users to verify the authenticity of any text, whether generated by humans or AI, in real time by utilizing credible sources. Users can easily check texts by copying and pasting them into the platform, after which Parafact promptly assesses the content and supplies citations for each validated assertion. This versatile tool is perfect for numerous writing formats, such as research papers, articles, blog entries, and social media posts. Parafact employs cutting-edge AI technologies to maintain a high level of accuracy and dependability throughout its verification process. Furthermore, it includes a developer-friendly API that facilitates the straightforward incorporation of its fact-checking capabilities into other software applications. The fully automated nature of the platform allows users to conserve considerable time and effort compared to traditional, manual fact-checking approaches. Regardless of whether you are an independent verifier or a large-scale organization in need of dependable assessments, we offer various plans designed to meet your specific requirements, ensuring that everyone can benefit from enhanced information integrity.

Organizations allocate significant resources to enhance their social media and digital presence, which has emerged as the primary means of engagement for countless individuals and businesses alike. As social media solidifies its role as the favored tool for interaction, it becomes essential for security teams to recognize and mitigate the vulnerabilities associated with these digital channels, which represent the largest unprotected IT network globally. Discover the capabilities of the ZeroFox Platform by checking out this brief two-minute overview video. Equipped with a worldwide data collection engine, AI-driven analytics, and automated response features, the ZeroFox Platform safeguards you against cyber, brand, and physical threats across social media and various digital platforms. Gain insight into your organization’s exposure to digital risks across numerous platforms where interactions occur and cyber threats may arise. Moreover, the ZeroFox mobile application offers the robust protection of the ZeroFox Platform right at your fingertips, ensuring accessibility and security wherever and whenever it is needed. Ultimately, understanding your digital landscape is crucial for effective risk management in today’s interconnected world.

Utilizing Utopia AI Moderator for automation significantly enhances content quality, accelerates publishing timelines, and lowers operational expenses. This advanced moderation solution fully automates the process of safeguarding your online community and brand against harmful user-generated content, fraudulent activities, cyberbullying, and unwanted spam. By analyzing past decisions made by human moderators, it adapts in real time and demonstrates superior accuracy compared to human oversight. Utopia AI Moderator excels in understanding context and can operate in any language, demonstrating remarkable proficiency with informal expressions, slang, and regional dialects. The tool enhances the caliber of published material while eliminating delays in publishing, offering dependable and continuous content curation, which allows human moderators to prioritize strategic moderation policies and tackle only the most complex cases. With a quick setup that takes merely two weeks, Utopia AI Moderator effectively manages 100% of incoming content and continuously improves by learning from its operational experiences. This makes it an invaluable asset for any organization looking to maintain a safe and engaging online environment.

Nowadays, almost every online activity necessitates the use of passwords and security questions, which has become an integral part of modern life. Managing all these credentials can be quite tedious and exasperating. The primary purpose behind these measures is to safeguard our identities, allowing us exclusive access to our accounts and personal data. Despite the frequent reports of security breaches that compromise our passwords, there remains a strong desire for streamlined and efficient login methods that enhance user experience while reducing operational expenses. We are convinced that voice recognition stands out as the most effective authentication method that can transform our daily interactions. By providing a swift, secure, and password-free login process, businesses can significantly decrease the costs associated with password management. Additionally, they can ensure adherence to biometric privacy regulations. The verification method involves comparing a person's voice against their distinctive voiceprint to confirm their identity. This approach not only guarantees that individuals are who they claim to be but also allows for the implementation of a unified model across diverse channels, thereby achieving true omnichannel effectiveness. Ultimately, embracing voice authentication can revolutionize how we interact with technology while prioritizing security.

TrustLab delivers a comprehensive and forward-looking regulatory compliance solution that is driven by artificial intelligence and insights from top industry professionals. Ensure your platform adheres to critical regulations, including the EU Digital Services Act (DSA), the UK Online Safety Act, and the Australian Online Safety Act. With its easy-to-integrate user complaint system, TrustLab addresses both existing and upcoming regulatory mandates, including the Digital Services Act. Stay compliant with essential regulatory obligations such as creating transparency reports, providing messaging, drafting statements of reasons, managing appeals, and more. Additionally, TrustLab offers liability protection against penalties resulting from user content moderation issues. You can confidently monitor and assess the performance of your platform's moderation efforts. Utilize TrustGraph's advanced AI technology and industry benchmarks to assess risk in real-time effectively. Moreover, TrustLab aids in identifying and taking action against networks of malicious actors that spread harmful content, ensuring a safer online environment for all users.

Utilizing cutting-edge analytics and machine learning technologies, Artemis performs comprehensive multi-channel assessments of various online content, such as social media, forums, and additional resources, to actively detect and scrutinize disinformation in the digital space. By providing unparalleled intelligence regarding disinformation networks, Artemis equips clients with real-time insights, enabling them to safeguard critical assets against the threats posed by disinformation, misinformation, and manipulation on social media platforms. This proactive approach not only mitigates risks but also empowers organizations to maintain their credibility and integrity in an increasingly complex information landscape.

Graphika utilizes advanced artificial intelligence to produce some of the most intricate maps of social media ecosystems available. We innovate analytical techniques and resources that assist our collaborators in traversing the intricacies of online networks. Our intelligence team employs a distinctive, patented array of technologies and methodologies to formulate and implement rigorous analytical approaches that address challenging inquiries regarding digital discussions. Renowned for our expertise, Graphika's analysis and investigations team excels in identifying and examining harmful online networks. By collaborating with various stakeholders, including industry partners, academic institutions, government agencies, and non-profit organizations, we frequently publish accessible reports covering a wide array of subjects, from state-sponsored influence campaigns to violent conspiracy groups and targeted harassment initiatives. Our commitment to transparency and public awareness drives our ongoing efforts to shed light on these critical issues.

Advancements in artificial intelligence have popularized the creation of highly realistic manipulated images and videos, commonly known as deep fakes. To combat this issue, OARO Media offers a solution that establishes a permanent data trail, enabling businesses, government entities, and individuals to verify the authenticity of any photo or video. It stands out as the sole mobile application capable of producing trustworthy photos and videos that contain detailed records of the user’s identity, the content itself, the time it was created, and its geographic location. For insurers, streamlining claims management and enhancing customer satisfaction are critical objectives. Traditionally, the process of validating insurance claims has been complex and costly, requiring adjusters to conduct on-site visits to confirm reported damages, while customers often found it challenging to access the adjuster’s documentation. This new technology not only simplifies the verification process but also fosters greater transparency and trust between insurers and their clients.

With the help of our AI-powered narrative intelligence platform, organizations can gain a proactive understanding of digital threats in real-time, facilitating crucial strategic decisions when they are needed most. The risk environment has undergone significant changes across all sectors. Our comprehensive range of solutions equips customers and partners with actionable risk intelligence. A new wave of actors and techniques is influencing online audiences in unprecedented ways. Traditional listening tools are insufficient. By delivering daily risk intelligence summaries, we rapidly distill narratives and provide real-time insights that empower strategic choices. Enhance the effectiveness of your AI-created narrative intelligence reports with human context to improve the accuracy, relevance, and strategic significance of your insights. Furthermore, elevate decision-making processes with data-driven suggestions customized for diverse problem sets, use cases, and user personas. Our accelerated reporting capabilities cater specifically to intelligence professionals, streamlining their workflow and conserving valuable time and effort. This combination of technology and human insight ensures that organizations are better prepared to navigate the complexities of today's digital landscape.

Reality Defender's proactive platform can detect deepfakes and stop them before they become a major problem. Deepfake-driven disinformation is exploding. AI-powered fraud techniques are now more accessible than ever. Reality Defender is a first-line defense against cybercrimes as attacks continue to increase. Scans user-generated content for fabricated items using API, Webhooks and Web Apps to stop deepfakes from the first day. Download PDF report cards and CSVs, or receive instant deepfake notifications via email. Our government-grade detection system, developed by the world's top AI research teams provides enterprises and entities of all sizes with intuitive protection against damaging deepfakes.

Develop your own customized policies that extend beyond typical abuse classifications and implement them swiftly. Intrinsic serves as a platform designed to create AI agents focused on fostering user trust by integrating seamlessly into your current workflows, gradually improving human oversight through safe automation. Streamline the moderation process for text, images, videos, and reports with a system that continuously enhances its performance with each moderation attempt. Efficiently handle review queues and escalation processes using detailed Role-Based Access Control (RBAC) permissions. Utilize insights from performance reports and comprehensive health monitoring across the platform to make informed, data-driven decisions. Benefit from cutting-edge security features, AI-enhanced analytics, and extensive information governance to ensure your operations remain robust and compliant. With these tools, organizations can maintain high standards of user engagement and safety.

TrustServista harnesses cutting-edge AI technology to equip media professionals, analysts, and content distributors with comprehensive tools for content analysis and verification. By leveraging sophisticated algorithms, TrustServista assesses the credibility of news articles through deep content evaluation, considering factors such as the publisher's reputation, referenced sources, and varying perspectives on the same topic from different media outlets. The platform boasts a diverse array of text analytics functionalities, including automatic summarization, entity extraction, sentiment analysis, and organized content classification. An impressive capacity allows TrustServista to scrutinize over 60,000 articles daily in various languages, generating valuable real-time insights based on open data. Additionally, the service facilitates the automatic identification of semantic similarities between documents while extracting hyperlinks and references from online content, further enhancing its analytical capabilities. This comprehensive approach not only aids in understanding the media landscape but also supports informed decision-making for its users.

Workki AI is an advanced platform that leverages artificial intelligence to unveil false information, expedite the verification of facts, and assist users in conducting trustworthy research by assessing the credibility of sources, identifying bias, and producing detailed reliability reports through unique AI models designed to minimize inaccuracies. Compliant with GDPR regulations and fortified with robust encryption, the tool enables users to upload various documents for authenticity checks, engage in internet research with reference verifications, and generate straightforward charts and graphs from their findings, along with obtaining reliability reports for each source analyzed. Workki AI is committed to providing impartial assessments through the utilization of clean data and the automation of evaluation methods, which helps to eliminate human errors, thereby streamlining the verification process for a wide range of content, including social media posts, academic papers, financial documents, market analyses, and news articles. This innovative platform serves universities, media organizations, private equity firms, and other entities by facilitating a centralized approach to document verification, ultimately enhancing collaboration among team members. Additionally, Workki AI's user-friendly interface ensures that even those with limited technical skills can effectively navigate the platform for their research needs.

Quickly access information and locate trustworthy sources for any material, whether you're composing your own text or confirming the accuracy of AI-generated content. Concentrate on your writing and cut down hours of tedious research. Enhance your fact-checking capabilities with the largest archive of manual fact-checks available since 1991. Receive real-time updates from accredited fact-checkers around the world directly in your feed. Stay vigilant against misleading narratives and improve your research, writing, or analytical focus by hovering over difficult terms and specialized jargon for instant explanations. This approach not only boosts reader engagement but also helps retain your audience on the page for longer periods. By leveraging these resources, you can significantly enhance the quality and credibility of your work.

A verification algorithm is essential due to the proliferation of fake news. Your business is at risk if you make decisions based on false data. Be sure to check your information before making a decision. Our AI analyzes every statement in real-time, 24/7, in order to protect organizations against misinformation. Use data analysis to identify harmful, toxic and divisive content on social networks and prevent its impact on organisations. Our solution reduces the risks of identifying fake information. Businesses rely on accurate information to make important business decisions. Enter your assertion in natural language to get relevant insights. Identify misinformation on social media about your organization. Identify actors who are damaging to your investments.

Have you ever wondered who is funding the online ads aimed at you? Which companies are targeting you based on your marital status, political beliefs, or profession within specific industries? Are these advertisers tailoring their messages for different audiences? You can help bring transparency to this issue by using our browser extension, which allows us to collect the advertisements you encounter on platforms like Facebook and YouTube while ensuring your privacy remains intact. Called Ad Observer, this tool integrates seamlessly into your web browser and gathers the ads you view, making them accessible in a public database for everyone to examine. Additionally, you have the option to provide basic demographic details to enhance our comprehension of the advertising strategies at play. Rest assured, we will never request personal information that could reveal your identity, maintaining your confidentiality throughout the process. By participating, you contribute to a greater awareness of how targeted advertising shapes our online experiences.

Cyabra is an AI-powered platform which uncovers and analyses online misinformation and disinformation. It does this by detecting fake profiles, harmful narratives and GenAI content on social media and digital channels. Cyabra’s AI protects governments and corporations against brand reputation risks, election manipulating, influence operations and other online threats. Cyabra's platform uses proprietary algorithms and NLP to gather and analyze publicly available data. This allows it to provide clear, actionable insight and real-time notifications that inform critical decisions. Cyabra, headquartered in New York, has a global presence and uncovers the good bad and fake online.

The Fact Check Tools encompass two distinct features: the Fact Check Explorer and the Fact Check Markup Tool. These tools are designed to assist fact-checkers, journalists, and researchers in their verification efforts. It is important to note that Google does not support or produce any of the fact-checks presented. If you find yourself in disagreement with a particular fact-check, it is advisable to reach out to the owner of the website that published it for further clarification. Engaging directly with the source can often lead to a better understanding of the context and reasoning behind the fact-check.