Top 8 Disinformation Detection Tools Companies Under $1M Revenue (September 2026)

Santa Barbara, California, United States

Musubi's AiMod is a first-of-its-kind trust & safety solution built on adaptive AI to defend online communities from scam, spam, and fraud. Rather than leverage general-purpose risk models, Musubi implements customer-specific AI models that use advanced AI and machine learning techniques, including large language models (LLMs) and generative AI, to understand complex behavioral signals and content patterns of malicious users. This allows Musubi to proactively identify and mitigate a wide range of issues, including spam, scams, fraud, hate speech, harassment, and age-inappropriate content.

Alameda, California, United States

AI or Not is an AI detector trusted by 200k+ users that checks for AI generated content in images, audio, KYC identity documents and more. We're building AI to detect AI and help businesses stop fraud, power content moderation and prevent KYC scams.

New York, New York, United States

FixFake is the decentralized image verification platform built by the world's computer vision specialists to prevent fraud.

Tallinn, Estonia

We offer the best deepfake detection service on the market. Built on top of 15+ years of research in digital forensics and AI, offered to you as a SaaS.

Phoenix, Arizona, United States

Identify unsafe content in milliseconds.

United States

Nuanced detects AI fraud, deepfakes, and misinformation.

Glasgow, Scotland, United Kingdom

Vistalworks technology detects and alerts on illegal products and harmful content traded on mainstream marketplaces, search engines and social media. We have solutions for law enforcement, regulators and private sector digital platforms and marketplaces. And our products are also available through Microsoft's Azure Marketplace. Because 38% of reported scams involve online shopping, and illicit trade depletes 3% of global GDP each year, digital platforms and online marketplaces can now be fined up of to 6% of global revenues if they don’t act to prevent harmful goods and content. Vistalworks has created intelligence software that protects the trust and reputations of platforms, reducing their exposure to crime and risk of prosecution. Because we have a specialist view of threats across multiple platforms and legal jurisdictions, we can start detecting indicators of illegal activity immediately. Our intelligence software detects, prioritises and alerts on hard to spot threats before they get out of hand. And our self-learning technologies continually adapt as criminal traders attempt to evade detection. Don’t give criminals a foothold onto your platform. Don’t be part of the problem. Continual pro-active action is required to stay ahead of the evasive and adaptive threats of illicit trade. Vistalworks can completement and enhance existing trust and security activities and help regain marketplace integrity if required. Please do get in touch to find out more.

United States

KillSpam uses AI to detect scammers and spam content from all your YouTube Channels, and removes them automatically.