Best Click Fraud Software for Mac

Fraudnet's AI-driven platform empowers enterprises to prevent threats, streamline compliance, and manage risk in real-time. Our sophisticated machine learning models continuously learn from billions of transactions to identify anomalies and predict fraud attacks. Our unified solutions: comprehensive screening for smoother onboarding & improved compliance, continuous monitoring to proactively identify new threats, & precision fraud detection across channels and payment types. With dozens of data integrations and advanced analytics, you'll dramatically reduce false positives while gaining unmatched visibility. And, with no-code/low-code integration, our solution scales effortlessly as you grow. The results speak volumes: Leading payments companies, financial institutions, innovative fintechs, and commerce brands trust us worldwide—and they're seeing dramatic results: 80% reduction in fraud losses and 97% fewer false positives. Request your demo today and discover Fraudnet.

Kochava is a real-time data solutions company offering a comprehensive growth stack of solutions for data-driven advertisers. We empower advertisers to measure what matters with tools that deliver better insights and actionable data in one operational platform. Advertisers can map their growth journey with Kochava, leveraging mobile measurement partner (MMP) services, a next-generation marketing mix modeling (MMM) SaaS platform, and a premium platform for search ads automation and app store optimization (ASO). Kochava's MMM SaaS and search ads automation/ASO platforms work with advertisers using Kochava or any other MMP. With a culture of customer-driven innovation, dedication to data security, and the most powerful tools in the ecosystem, Kochava is trusted by top brands to harness their data for growth. Headquartered in Sandpoint, ID, the company has offices globally.

Protect your ads and stop wasteful click. Drive more ROI from your Google Ads and win the race at all costs. ClickGUARD’s data-driven approach and highly customizable technology create a multitude of benefits for Google Ads users. Set up customized rules, block the fraudulent traffic sources and let the engaged traffic come in. With the ClickGUARD mobile app you have access to your data whenever and wherever you need it. By stopping wasteful clicks, improve your return on Ad spend and save your budget. With in-depth post-click analysis, allows you to make the best data-driven decisions. Over how, why, and what traffic you are blocking, with custom rules for each of your campaigns. ClickGUARD’s click forensics technology offers you “insider” information about each click on your Google Ads campaigns. This way, you can analyze where each click is coming from, what they are doing on your website, and if they are worth your budget.

Singular empowers marketers to futureproof their growth with next-gen attribution and analytics. We provide a holistic solution that combines mobile attribution with industry-leading cost aggregation, flexible ROI analytics, and automatic loading directly into your BI tools. With Singular you are able to - Measure and report on all the channels you work with - Analyze ROI by combining attribution with leading cost aggregation - Track and analyze across the entire user lifecycle - Block more fraud with best-in-class fraud prevention - Monitor a single managed pipeline with a plug-and-play solution to extract, transform and load analysis-ready marketing data into your chosen data warehouse Top marketers from LinkedIn, Rovio, Microsoft, Lyft, Twitter, EA, and more, rely on Singular for a complete view of their marketing performance.

Device-First Fraud Prevention with Real-Time Identification & Intelligence. SHIELD's Device Intelligence persistently identifies devices, users, and accounts you can trust — and those you can't. Don't let fraudsters fool you. Make precise decisions about device trustworthiness with the global standard for device identification — SHIELD Device ID. Get the most comprehensive view of every user with real-time actionable device signals and continuous risk profiling. Eliminate risk blind spots, provide superior user experiences, and accelerate growth. Instant insights. No additional codes needed. Gain intelligence without giving PII data. Self-configurable risk thresholds. We return all data, and more. Get the full picture with transparent intelligence. Stay ahead of new and emerging fraud attacks. Real-time attack pattern syncing worldwide.

Trafficshield is a platform used primarily in digital marketing to manage how different audiences or systems view a webpage. It works by analyzing incoming traffic and delivering one of two versions of a page: a “clean” version intended for platforms that enforce strict policies (such as ad networks, web crawlers, or compliance reviewers), and a “target” version designed for regular users. Its purpose is often to test user experiences, track performance, or control exposure of specific content segments, though it is also known for its association with aggressive affiliate tactics. Trafficshield typically offers features like device and geo-filtering, bot detection, referrer tracking, and real-time routing rules. While the technology itself is a traffic-management tool, responsible use is essential, as cloaking in ways that mislead platforms or violate terms of service can result in penalties, account bans, or legal consequences.