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Ad fraud prevention represents a critical category within advertising technology focused on protecting digital advertising investments from invalid traffic, fake impressions, and fraudulent interactions. Companies in this space develop sophisticated detection and blocking mechanisms to identify bot traffic, click injection, fake installs, and other forms of ad fraud that artificially inflate campaign metrics while depleting advertiser budgets. These solutions operate across multiple channels including display advertising, pay-per-click campaigns, mobile app marketing, and influencer partnerships, providing real-time monitoring and intervention capabilities. By implementing machine learning and AI-driven analytics, these platforms analyze traffic patterns, user behavior, and engagement signals to distinguish legitimate interactions from fraudulent ones, ensuring that advertising spend translates to genuine business outcomes rather than wasted impressions. The importance of ad fraud prevention in the broader AdTech ecosystem cannot be overstated, as invalid traffic represents a substantial drain on global advertising budgets, with estimates suggesting billions of dollars are lost annually to fraud. Advertisers, publishers, and platforms all face reputational and financial risks when fraud goes undetected, making fraud prevention solutions essential infrastructure for maintaining ecosystem trust and transparency. As advertisers increasingly demand accountability and measurable ROI from their campaigns, fraud prevention platforms have become non-negotiable partners in the advertising supply chain, enabling stakeholders to confidently allocate budgets and validate campaign performance metrics. Current dynamics within the category reveal a shift toward specialized, channel-specific solutions alongside broader platform approaches. While some companies like Oracle Moat and Meetrics provide comprehensive fraud detection across multiple advertising channels, others have carved out focused niches addressing particular vulnerabilities such as mobile app fraud, PPC campaign protection, or influencer marketing authenticity. The integration of advanced AI and machine learning capabilities appears standard across the category, reflecting the increasingly sophisticated nature of fraud tactics. Additionally, the emergence of solutions addressing compliance-driven fraud prevention, such as geolocation verification for regulated industries, demonstrates how fraud prevention is expanding beyond traditional ad fraud to encompass broader regulatory and brand safety requirements.
Mobile Advertising & User Acquisition
AdAction is a performance-based mobile advertising platform that helps advertisers acquire new users and monetize existing ones through targeted, data-driven campaigns across mobile, web, and connected TV.
AdTech / Programmatic Advertising
Adlook is a specialized AdTech infrastructure provider that focuses exclusively on programmatic advertising in emerging markets across Asia, Africa, Latin America, and other high-growth developing regions. The company has developed proprietary technology specifically engineered to address the unique technical challenges prevalent in these markets, including inconsistent connectivity, fragmented device ecosystems, limited bandwidth, and predominantly mobile-first user behaviors. Unlike traditi...
AdTech - In-Game Advertising
Admix is a leading AdTech company specializing in programmatic in-game advertising solutions that bridge the gap between the gaming and advertising industries. The company's proprietary technology platform enables real-time bidding (RTB) and programmatic advertising within gaming environments, allowing brands to reach highly engaged gaming audiences through native, non-disruptive ad placements. Admix's innovative approach transforms virtual gaming spaces into premium advertising inventory whi...
AdTech/Blockchain/Programmatic Advertising
AdsDax is a blockchain-based programmatic advertising technology company that has developed a decentralized advertising marketplace to address critical inefficiencies in the digital advertising ecosystem. The platform leverages distributed ledger technology to create immutable, transparent records of all advertising transactions, combining real-time bidding capabilities with smart contract automation and advanced analytics. This innovative approach directly tackles industry challenges includi...
AdTech / Blockchain Technology / Digital Advertising
Alkimi is a pioneering blockchain-based technology company transforming the digital advertising industry through its decentralized advertising exchange platform. By leveraging distributed ledger technology, smart contracts, and consensus mechanisms, Alkimi eliminates costly intermediaries in the AdTech ecosystem, creating direct connections between advertisers and publishers. The platform addresses critical industry challenges including ad fraud, opaque pricing structures, inefficient settlem...
Ad Fraud Prevention and GTM Security
CHEQ is an AI-powered cybersecurity company that provides a suite of solutions to protect businesses from online fraud, account takeover, and other digital threats.
Ad Security and Verification
GeoEdge is a leading provider of ad quality and security solutions, helping publishers and platforms protect their digital properties from malicious and problematic ads.
Programmatic Advertising Technology
SmartyAds is a prominent player in the adtech ecosystem, providing a comprehensive suite of programmatic advertising solutions. As a leading demand-side platform (DSP), the company enables advertisers and agencies to efficiently purchase digital advertising inventory through its automated systems. SmartyAds' core offering includes a full-stack DSP platform that allows clients to manage their programmatic advertising campaigns across desktop, mobile web, and in-app channels. Beyond its DSP so...
Video Ad Verification and Blockchain
Verasity is a blockchain-based technology platform that addresses critical challenges in the digital video advertising and content monetization ecosystem. Founded to combat the billions of dollars lost annually to ad fraud, Verasity has developed a patented Proof of View (PoV) protocol that validates authentic human engagement with video content, ensuring advertisers pay only for genuine views rather than bot-generated traffic. This verification layer brings transparency and trust to digital ...
Mobile Marketing Technology / Mobile Measurement Partners (MMP)
Adjust is a leading mobile measurement and fraud prevention company that provides comprehensive attribution, analytics, and security solutions for mobile app marketers and developers. Founded in 2012, the company has established itself as a critical infrastructure provider in the mobile app ecosystem, helping businesses measure marketing performance, prevent fraud, and optimize user acquisition strategies across iOS and Android platforms. Adjust's platform processes billions of data points da...
AdTech / Performance Marketing / Affiliate Marketing Software
Affise is a leading performance marketing platform that provides comprehensive solutions for managing, tracking, and optimizing affiliate and partner marketing campaigns within the AdTech ecosystem. The company serves a diverse global client base including advertisers, agencies, and networks, offering advanced tools designed to efficiently scale partnership programs while maintaining complete transparency and enabling data-driven decision making. With robust tracking capabilities, real-time a...
Mobile Marketing Attribution and Analytics
AppsFlyer is a leading mobile marketing attribution and analytics platform that helps brands and apps measure their advertising campaigns and optimize their marketing strategies.
Ad Verification and Measurement
DoubleVerify is a leading independent provider of marketing measurement software and analytics, driving quality and effectiveness for advertisers and publishers across the digital media landscape.
AdTech / Marketing Technology / Partner Marketing
Everflow is a leading partner marketing platform that serves as critical infrastructure within the AdTech ecosystem, enabling businesses to track, manage, and optimize their performance marketing campaigns and affiliate partnerships. The company's sophisticated technology platform provides end-to-end visibility into marketing partnerships through advanced attribution tracking, real-time analytics, and automated partner management tools. Designed to handle complex tracking scenarios at scale, ...
Ad Tech - Verification & Brand Safety
Integral Ad Science (IAS) is a global leader in digital media quality solutions, providing comprehensive ad verification, optimization, and analytics services to advertisers, publishers, and media platforms. Founded in 2009, the company has established itself as a critical infrastructure provider in the digital advertising ecosystem, helping brands protect their reputation and maximize campaign performance across all digital channels including display, video, mobile, social media, and connect...
Card-Linked Offers/Performance Marketing
Kard is a financial technology company that provides a digital banking platform and mobile app, offering personal finance management tools and rewards-based debit cards.
Mobile Measurement and Attribution
Kochava is a leading provider of mobile measurement and attribution solutions, helping brands and publishers understand the impact of their marketing campaigns across various digital channels.
Ad Fraud Detection & Prevention
Pixalate is a global fraud protection, privacy, and compliance analytics platform that provides market-leading fraud detection and prevention solutions, as well as audience data, for display, mobile, video, and connected TV advertising.
Brand Safety & Ad Verification
Protected Media is a leading provider of brand safety and ad verification solutions for digital advertising. Their technology helps advertisers, agencies, and publishers ensure brand safety, prevent ad fraud, and enhance advertising performance. [An IAS Company]
AdTech - Ad Tracking and Attribution
RedTrack is a leading provider of ad tracking and attribution solutions within the AdTech ecosystem, specializing in comprehensive conversion tracking, multi-touch attribution, and fraud detection capabilities. The platform serves digital marketers and advertisers by offering real-time tracking across multiple advertising channels, customizable attribution models, and detailed reporting features that enable data-driven decision-making and campaign optimization. RedTrack's technology empowers ...
AdTech / Marketing Technology / Performance Marketing
Trackier is a performance marketing technology provider that specializes in advanced tracking, attribution, and fraud prevention solutions for the AdTech ecosystem. The company delivers a comprehensive platform designed to enable real-time campaign tracking, sophisticated analytics, and robust fraud detection capabilities for advertisers, affiliate networks, and digital marketers. Trackier's technology infrastructure is engineered to handle high-volume tracking requirements while maintaining ...
AdTech / Marketing Technology / Attribution & Analytics
Voluum is a leading attribution and fraud prevention platform that serves the AdTech ecosystem with comprehensive tracking, analytics, and optimization solutions. The company specializes in providing performance marketers, media buyers, and advertising agencies with sophisticated tools to accurately measure campaign effectiveness, prevent fraudulent activities, and maximize return on digital marketing investments. Voluum's platform has become synonymous with precision tracking in the performa...
Enterprise Analytics & Business Intelligence
Anura is an enterprise-focused technology company specializing in advanced analytics solutions that transform complex data into strategic business intelligence. The platform integrates machine learning algorithms, artificial intelligence, and real-time data processing to deliver actionable insights across multiple critical business functions including fraud detection, risk assessment, customer behavior analysis, and supply chain optimization. Serving as a comprehensive analytics framework, An...
AdTech - Programmatic Native Advertising
Bidtellect is a programmatic advertising technology company that specializes in native advertising solutions. The company provides a demand-side platform (DSP) that enables advertisers and agencies to execute data-driven native advertising campaigns at scale across premium publisher networks. Their platform leverages advanced algorithms and machine learning to optimize ad placements, targeting, and bidding strategies in real-time, focusing on delivering high-quality native ad experiences that...
Cybersecurity and Network Security
Check Point Software Technologies is a leading global provider of cybersecurity solutions for enterprises, governments, and service providers worldwide. The company specializes in comprehensive threat prevention technologies that protect customers from malware, ransomware, and other sophisticated cyber attacks across networks, cloud environments, mobile devices, and endpoints. With decades of experience in the cybersecurity industry, Check Point has established itself as a pioneer in unified ...
Ad Fraud Detection & Prevention
Forensiq is a specialized cybersecurity and ad technology company that provides advanced fraud detection and prevention solutions for the digital advertising ecosystem. The company's platform leverages sophisticated algorithms, machine learning, and real-time data analysis to identify and mitigate various forms of ad fraud, including bot traffic, click fraud, impression fraud, and domain spoofing. By protecting advertisers from invalid traffic and ensuring brand safety, Forensiq helps organiz...
Cybersecurity - Fraud Prevention & Ad Tech Security
Fraudlogix is a specialized cybersecurity and fraud prevention technology company that operates at the critical intersection of ad tech security and financial fraud detection. The company provides advanced solutions designed to detect and prevent digital advertising fraud and financial fraud across multiple digital channels, serving businesses in financial services, digital advertising, and e-commerce sectors. Their comprehensive platform leverages sophisticated machine learning algorithms, r...
Data Solutions & Identity Resolution
Infutor is a leading identity resolution and data enrichment company that specializes in providing comprehensive consumer and business data solutions to enterprises across multiple industries. The company maintains one of the largest proprietary databases of consumer information in the United States, combining offline and online data sources to create unified customer profiles. Infutor's platform enables organizations to enhance their first-party data with accurate demographic, contact, and b...
Cybersecurity - Email Security & Compliance
Proofpoint is a leading cybersecurity and compliance company specializing in enterprise-grade threat protection, data loss prevention, and regulatory compliance solutions. The company provides comprehensive security platforms that protect organizations from advanced email threats, cloud security risks, insider threats, and compliance violations. With a focus on people-centric security, Proofpoint helps organizations defend against targeted attacks, secure sensitive data, and meet complex regu...
Cybersecurity - Endpoint Security & EDR
SentinelOne is a leading cybersecurity company specializing in autonomous endpoint protection, detection, and response solutions. The company provides AI-powered security platforms that protect enterprises against ransomware, malware, and advanced cyber threats across endpoints, cloud workloads, and IoT devices. SentinelOne's flagship Singularity platform leverages machine learning and behavioral AI to deliver real-time threat prevention, detection, and automated response capabilities without...
Verint Systems Inc. is a global leader in customer engagement and security intelligence solutions. The company provides an Actionable Intelligence platform that leverages AI and analytics to help organizations improve customer experience, reduce costs, and enhance security.
Influencer Marketing Technology
CreatorIQ is a leading influencer marketing platform that provides brands and agencies with comprehensive solutions for influencer discovery, campaign management, and analytics.
Financial Services Technology / Credit Reporting & Data Analytics
Experian is a global information services company and one of the world's leading credit reporting agencies, providing data and analytical tools to clients across multiple industries. The company operates through three primary business segments: Credit Services, Decision Analytics, and Marketing Services. Experian collects, aggregates, and analyzes consumer and business credit information, offering comprehensive solutions that help organizations make informed decisions about lending, fraud pre...
Marketing Technology (MarTech) / Advertising Technology (AdTech) / Performance Marketing Software
HasOffers, operating under the TUNE brand, is a leading Software-as-a-Service (SaaS) provider specializing in partner marketing technology solutions that power affiliate and influencer marketing programs at enterprise scale. Founded as a performance marketing platform, TUNE has evolved into comprehensive infrastructure serving the AdTech ecosystem, enabling advertisers, publishers, and networks to manage, track, and optimize partnership-driven revenue generation. The platform's core capabilit...
Fintech - Fraud Detection & Risk Management
Inscribe is an AI-powered fraud detection and risk assessment platform that specializes in document verification and analysis for financial services companies. The company leverages advanced machine learning and computer vision technology to automatically detect fraudulent documents, manipulated images, and forged financial statements in real-time. Inscribe's platform helps lenders, fintechs, and financial institutions streamline their underwriting processes while reducing fraud losses and im...
Data Analytics and Risk Assessment
Verisk Analytics is a leading data analytics and strategic risk assessment company that serves clients across insurance, energy, financial services, government, and risk management sectors. The company specializes in collecting, analyzing, and delivering predictive analytics and decision support solutions that help organizations assess risk, detect fraud, and make data-driven business decisions. Through advanced statistical modeling, machine learning algorithms, and comprehensive data aggrega...
Ad Security and Quality Assurance
Confiant is a cybersecurity company that specializes in providing protection against ad-related malware, malicious advertisements, and other online threats for publishers, advertisers, and ad platforms.
Cybersecurity - Fraud Prevention & Identity Verification
Fraud.net operates as a specialized verification and fraud prevention platform designed to help businesses combat the growing threat of online fraud across digital channels. The company provides comprehensive solutions that leverage advanced technologies including machine learning, behavioral analytics, and real-time data verification to identify and prevent fraudulent transactions. Their platform serves as a critical security layer for businesses processing online transactions, protecting bo...
Artificial Intelligence Research & Development
Meta AI is the artificial intelligence research division of Meta Platforms, Inc. (formerly Facebook, Inc.). It focuses on developing advanced AI systems and technologies to power Meta's products and services.
Ad Verification and Measurement
Moat is a digital measurement and analytics company that provides solutions for advertisers, publishers, and platforms to measure and optimize their digital advertising campaigns. It was acquired by Oracle in 2017.
Brand Safety and Contextual Intelligence
OpenSlate is a leading provider of brand safety and suitability solutions for digital advertising. The company's platform analyzes and classifies online content to help brands and agencies ensure their ads are placed in brand-safe and suitable environments.
Cybersecurity / Bot Detection & Mitigation
PerimeterX is a leading AdTech Platform that provides web and mobile application protection solutions to enterprises, helping them detect and mitigate bot-driven fraud, account takeover, and other malicious activities.
Mobile Attribution and Analytics
Tenjin is an AdTech Platform that provides mobile app developers and marketers with tools to measure, optimize, and scale their user acquisition and monetization efforts.
Ad Fraud Prevention & Bot Detection
White Ops (now operating under the name HUMAN) is a cybersecurity company that specializes in the detection and mitigation of bot and other automated threats, protecting businesses from digital ad fraud, account takeover, and other malicious activities.
Ad Fraud Prevention & Bot Detection
WhiteOps is a cybersecurity company that specializes in bot mitigation and fraud prevention. They use advanced machine learning and artificial intelligence to detect and prevent sophisticated bot attacks and online fraud.
Mobile Advertising DSP
Ad Verification and Measurement
Adalytics is a research and analytics company focused on digital advertising measurement and verification. The company provides tools and research to help advertisers analyze ad delivery, performance, and potential fraud across digital platforms.
Ad Blocking & Privacy Technology
Leading ad-blocking browser extension that blocks intrusive ads and trackers while allowing acceptable ads through an optional whitelist program.
Ad-Blocking and Privacy Protection
AdGuard is a privacy-focused software company that develops ad-blocking and privacy protection tools for consumers and businesses across multiple platforms.
Privacy Technology / Cybersecurity / Ad-Blocking Software
AdGuard Pro is a specialized software company operating in the digital privacy and ad-blocking technology sector, developing comprehensive solutions that enhance user privacy, improve browsing experiences, and protect against online threats across desktop, mobile, and browser environments. The company's flagship products utilize advanced filtering technologies to block intrusive advertisements, prevent tracking scripts, and shield users from malicious websites and phishing attempts. Their pro...
Ad Verification and Brand Safety
Demand-Side Platform (DSP)
Admedo is a programmatic advertising platform that provides real-time bidding and campaign management tools. The company offers a self-serve demand-side platform (DSP) that enables advertisers and agencies to manage digital advertising campaigns across multiple channels.
Ad Verification and Brand Safety
AdPolice is a digital advertising verification and brand safety platform that helps advertisers detect and prevent ad fraud, ensure brand safety, and optimize campaign performance. The company's AI-powered technology scans ad placements in real-time to protect brands from inappropriate content and fraudulent traffic.
Performance Marketing Tracking & Analytics
AdsBridge is an advanced tracking platform designed for affiliate marketers and media buyers. It provides comprehensive tools for managing, optimizing, and analyzing advertising campaigns, including traffic distribution, A/B testing, and detailed analytics to maximize ROI.
Ad Tech - Ad Verification and Fraud Prevention
AdScore is a specialized digital advertising technology company that provides comprehensive ad verification, fraud detection, and measurement solutions designed to protect advertising investments across the digital ecosystem. The company's platform leverages advanced machine learning algorithms and real-time analytics to identify and block fraudulent traffic, verify ad viewability, ensure brand safety, and deliver accurate campaign performance metrics. AdScore serves a diverse client base inc...
Ad Security and Fraud Prevention
AdShield is a cybersecurity company focused on protecting digital advertising from fraud and malicious activity. Their technology helps publishers and advertisers detect and prevent ad fraud, malware, and invalid traffic in real-time.
AdTech - Advertising Verification & Brand Safety
AdSober is a digital advertising verification platform specializing in brand safety and ad fraud detection across the comprehensive digital advertising ecosystem. The company tackles the critical multi-billion dollar challenge of ad fraud, invalid traffic, and brand safety violations that significantly impact the digital advertising industry. Leveraging advanced artificial intelligence and machine learning technologies, AdSober provides real-time monitoring and verification services that scan...
Affiliate Marketing Network
Affiliate Future is a UK-based affiliate marketing network that connects advertisers with publishers to drive online sales and leads. The platform provides tracking, reporting, and payment management tools to facilitate affiliate marketing partnerships.
Affiliate Marketing & Partnership Management
Affise Reach is a performance marketing platform that connects advertisers with publishers and affiliate networks globally. The platform enables brands to scale their marketing campaigns through targeted partnerships and data-driven optimization.
Mobile Measurement & Attribution
Infrastructure/CDN
Global content delivery network (CDN) and cloud services provider that offers security, performance, and delivery solutions for digital content and applications.
Programmatic Advertising Exchange
Computer Vision / AI Services
Amazon's cloud-based computer vision service that uses deep learning to analyze images and videos for object detection, facial analysis, content moderation, and visual search.
Affiliate Marketing Network
AvantLink is a leading affiliate marketing network that connects online retailers (merchants) with high-quality publishers (affiliates). It provides advanced tracking, reporting, and management tools, emphasizing data accuracy and performance-driven partnerships. The platform is known for its commitment to quality and technology in the affiliate marketing space.
Blockchain-based Digital Advertising
Cybersecurity - Ad Fraud Prevention
Botman is a specialized cybersecurity technology company dedicated to combating ad fraud in the digital advertising ecosystem. The company provides sophisticated bot detection and prevention solutions that leverage advanced machine learning algorithms and behavioral analysis techniques to identify and eliminate fraudulent bot traffic in real-time. By addressing the multi-billion dollar problem of ad fraud, Botman ensures that advertising campaigns reach genuine human audiences rather than aut...
Data Infrastructure / Web Data Platform
Bright Data is a leading web data platform that provides proxy networks, data collection tools, and ready-to-use datasets. It enables businesses to collect public web data at scale for various applications like market research, price intelligence, and ad verification, with a strong emphasis on ethical data sourcing.
Ad Security & Verification
Clean.io is a cybersecurity company specializing in real-time threat detection and prevention for websites and digital platforms. It protects publishers, e-commerce sites, and other online businesses from malvertising, client-side attacks, and other digital threats that can compromise user experience and revenue.
Click Fraud Prevention / Ad Verification
Click Guardian is a leading click fraud protection service designed to safeguard pay-per-click (PPC) advertising campaigns from invalid clicks. It employs advanced algorithms to identify and block fraudulent activity, ensuring that businesses maximize their ad spend and improve the return on investment for their digital marketing efforts.
Ad Fraud Prevention / Click Fraud Detection
ClickCease is a leading click fraud prevention software that protects online advertising campaigns from invalid clicks and bot traffic. It utilizes advanced algorithms and machine learning to identify and block fraudulent sources, ensuring advertisers only pay for legitimate engagement. This helps businesses improve their ad campaign ROI by preventing wasted ad spend across platforms like Google Ads and Facebook Ads.
Ad Tracking and Attribution
Infrastructure/Security (AdTech Adjacent)
Global cloud services platform providing content delivery network (CDN), DDoS mitigation, internet security, and distributed domain name server services.
Customer Data Platform / Data Management
D4t4 Solutions Plc is a global provider of data management, analytics, and customer engagement solutions. Their flagship Celebrus platform helps organizations capture, process, and activate customer data in real-time, enabling personalized experiences and ensuring data privacy compliance.
Mobile Advertising Security & Fraud Prevention
Devguy is a specialized technology company operating at the forefront of mobile advertising security, providing comprehensive fraud detection and prevention solutions designed to protect the integrity of the mobile advertising ecosystem. The company addresses the multi-billion dollar problem of mobile ad fraud, including sophisticated schemes such as click fraud, install fraud, attribution manipulation, and bot traffic that undermine advertiser confidence and waste marketing budgets. Through ...
Ad Blocking and Privacy Technology
Cybersecurity - Ad Fraud Prevention
FraudBlock is a specialized cybersecurity technology company focused on protecting the digital advertising ecosystem from fraudulent activities that undermine campaign performance and waste advertising budgets. The company provides real-time fraud detection and prevention solutions designed to safeguard online advertising campaigns from sophisticated threats including bot traffic, click fraud, impression fraud, ad stacking, domain spoofing, and other malicious activities. By leveraging advanc...
Cybersecurity - Ad Fraud Prevention
FraudFighter is a specialized cybersecurity technology company focused on combating advertising fraud in the digital advertising ecosystem, addressing an industry challenge that costs over $80 billion annually. The company leverages advanced machine learning and artificial intelligence to detect, prevent, and eliminate sophisticated forms of ad fraud including click fraud, impression fraud, bot traffic, ad stacking, domain spoofing, and pixel stuffing. FraudFighter serves a diverse client bas...
Ad Fraud Detection & Prevention
FraudScore is a leading ad fraud detection and prevention platform designed to protect advertisers, ad networks, and publishers from invalid traffic. It leverages advanced machine learning and big data analytics to identify and eliminate various types of ad fraud, ensuring marketing budgets are spent effectively on genuine user engagement. The platform provides detailed reports and real-time insights into traffic quality.
Ad Tech / Fraud Prevention / Cybersecurity
FraudShield is an artificial intelligence-powered fraud detection platform specializing in protecting digital advertising investments from sophisticated fraud schemes across the global advertising ecosystem. The company addresses the critical $80+ billion annual problem of ad fraud through advanced machine learning algorithms and real-time behavioral analysis, enabling advertisers, marketing agencies, and ad networks to safeguard their budgets while ensuring campaign authenticity and performa...
Brand Safety & Online Fraud Protection
FraudWatch International is a global leader in online brand protection, anti-phishing, and anti-fraud services. They specialize in detecting and removing fraudulent online activities, safeguarding brands, customers, and revenue from cybercrime.
Geolocation Compliance & Fraud Prevention
GeoComply provides geolocation compliance and fraud prevention solutions for regulated industries including online gambling, sports betting, and streaming. The platform offers precise location verification technology used by advertisers and platforms requiring geographic compliance.
Privacy Technology / Ad-Blocking
Privacy-focused browser extension and software company that blocks ads, trackers, and provides enhanced online privacy protection for consumers.
AI/ML Infrastructure for AdTech
Google's machine learning-powered image analysis API that detects objects, faces, text, and other content within images for developers and enterprises.
Ad Network
HilltopAds is a global advertising network specializing in popunder, display, and video ads with a focus on high-traffic publishers and performance-based campaigns.
Affiliate Marketing/Performance Marketing
HOQU is a decentralized affiliate marketing platform built on blockchain technology, aiming to create a transparent and fraud-free ecosystem. It connects advertisers, affiliates, and affiliate networks, enhancing efficiency and trust in performance marketing campaigns.
Ad Fraud Prevention & Bot Detection
HUMAN Security (formerly White Ops) protects digital advertising from bot attacks, ad fraud, and account takeover. Their platform verifies the humanity of online interactions and secures the advertising ecosystem.
Influencer Marketing Technology
HypeAuditor is an AI-powered influencer marketing platform that provides comprehensive analytics and fraud detection for social media influencers across various platforms. It helps brands and agencies discover, analyze, and manage influencer campaigns, ensuring effective and data-driven collaborations.
AdTech Standards & Governance
Ad Analytics and Fraud Detection
Mobile Ad Fraud Prevention
Interceptd is a mobile ad fraud prevention platform designed to protect advertisers' budgets from various forms of fraudulent activities like click injection, bot traffic, and fake installs. Utilizing machine learning and real-time analysis, it identifies and blocks fraudulent interactions, ensuring marketing spend drives genuine user acquisition and engagement.
Ad Verification and Viewability Measurement
Blockchain-based Ad Verification and Transparency
Ad Fraud Detection and Prevention
MFilterIt is a global Ad-Fraud detection and prevention company that leverages AI and machine learning to help advertisers and brands optimize their digital ad spend. It specializes in identifying and eliminating various forms of ad fraud across web and mobile campaigns, ensuring genuine engagement and improved ROI for its clients.
AI/ML Infrastructure for AdTech
Microsoft's cloud-based AI service that provides advanced image analysis, object detection, OCR, and visual content understanding capabilities through REST APIs and SDKs.
Ad Verification and Measurement
Affiliate Marketing Software / Performance Marketing Tracking
Offer18 is a leading performance marketing software designed for affiliate networks, advertisers, and agencies. It provides a robust platform for tracking, managing, and optimizing affiliate campaigns, offers, and publishers with advanced features like anti-fraud protection and smart targeting.
Cybersecurity - Fraud Prevention & Detection
Opticks Security is a cybersecurity technology company that specializes in advanced fraud prevention and detection solutions designed for digital-first businesses operating in high-risk online environments. The company's platform leverages a sophisticated combination of behavioral analysis, machine learning algorithms, and device fingerprinting technologies to identify and mitigate fraudulent activities in real-time. This includes protection against account takeover attempts, payment fraud, i...
Ad Verification and Measurement
Ad Fraud Prevention
PPC Shield is an advanced ad fraud prevention platform designed to protect pay-per-click campaigns from invalid clicks and bot traffic. It utilizes real-time detection and blocking mechanisms to ensure advertisers' budgets are spent on legitimate leads and genuine engagement, maximizing ROI for digital advertising efforts.
Mobile Ad Fraud Prevention
Preciso is a mobile ad fraud detection and prevention platform that protects advertisers from sophisticated mobile ad fraud including click injection, SDK spoofing, and install hijacking. The platform provides real-time fraud detection for mobile app install campaigns.
Privacy/Ad Blocking
Privacy Badger is a free, open-source browser extension developed by the Electronic Frontier Foundation that blocks invisible trackers and third-party advertising cookies.
Ad Verification and Brand Safety
Provable (formerly Integral Ad Science) provides digital ad verification and optimization solutions to ensure brand safety, ad fraud prevention, and viewability across digital advertising campaigns.
Blockchain-based AdTech
Cybersecurity - Mobile Ad Fraud Prevention
Scalarr is a specialized cybersecurity and fraud prevention technology company that operates at the critical intersection of mobile advertising and artificial intelligence. The company provides essential infrastructure for mobile app marketers, developers, and gaming companies to protect their advertising investments from sophisticated fraud schemes that cost the industry billions of dollars annually. Through advanced machine learning algorithms and real-time detection capabilities, Scalarr a...
Location Intelligence & Geolocation Technology
Skyhook is a specialized location technology provider that delivers advanced positioning, context, and intelligence solutions to enterprises and application developers worldwide. The company has established itself as a pioneer in hybrid positioning technology, combining Wi-Fi, cellular, GPS, and IP address data to provide highly accurate location services in environments where traditional GPS signals are unreliable or unavailable. This multi-source approach enables Skyhook to deliver precise ...
Ad Fraud Prevention & Brand Safety
Spider Labs is a Japanese AdTech company specializing in ad fraud prevention and brand safety solutions. They develop and provide "SpiderAF," an AI-powered platform that detects and blocks fraudulent ad impressions and clicks, ensuring the effectiveness and transparency of digital advertising campaigns. Their mission is to create a healthy and safe advertising ecosystem for advertisers and publishers.
ThreatMetrix was a leading provider of digital identity intelligence and fraud prevention solutions, leveraging a global network to authenticate users and detect fraudulent activity in real-time. It was acquired by LexisNexis Risk Solutions in 2018.
Ad Fraud Prevention & Detection
TrafficGuard is an ad fraud prevention and mitigation platform that protects digital advertising campaigns from invalid traffic, bots, and click fraud across multiple channels.
Mobile Attribution and Partner Marketing
Ad Blocking / Privacy Tools
Free and open-source browser extension that blocks ads, trackers, and malware domains across major web browsers.
Web Browser/Ad-Blocking Technology
Vivaldi is a privacy-focused web browser company that blocks ads and trackers by default, positioning itself as an alternative to mainstream browsers with built-in ad-blocking capabilities.