More prevention methods to stop more fraud
Fraud prevention is a necessity, not a nice-to-have. Our Fraud Prevention is built by a highly-skilled set of cybersecurity scientists and utilizes more prevention methods than any other solution to catch more fraud. We take a proactive approach to block fraudulent activity and adapt to the ever-evolving fraud ecosystem. Best of all? Superior fraud protection comes at no extra charge to our attribution customers.
ComprehensiveSuperior protection means considering all detection indicators at the most granular levels, as well as all known protection methods, to automatically reject fraud in real-time
AdaptiveBuilt and maintained by a highly-skilled set of scientists that are dedicated to staying one step ahead of ad fraudsters and their evolving attack methods
TransparentLearn how your app is being targeted by fraudsters and quickly investigate suspicious traffic sources with the ability to drill down to the publisher, campaign, geo, and site level
CustomizablePersonalize your fraud prevention strategy and dictate how aggressively you want to combat fraud by creating custom rules to automatically reject or flag fraudulent installs
Fraud prevention that’s working, even when you’re not
Automatically apply deterministic rules in real-time to block installs before they are attributed. Deterministic prevention methods don’t rely on guesswork like probabilistic methods do, meaning more effective fraud prevention, And automatic fraud rejection gives marketers peace of mind from knowing their ad dollars are always protected and eliminates the need to spend time reconciling ad network invoices.
Android Install ValidationStop more install fraud on Android, in real-time, with the first-in-industry deterministic Android Install Validation technology. This breakthrough in Android fraud prevention is a gamechanger and vastly more effective at fighting the growing threat of fake install fraud.
iOS Install ValidationiOS devices support install receipts which help us ensure the app was actually installed from the App Store on the given device. Verifying with Apple is not enough however and so Singular provides complementing protection to holes in the verification process. When a valid install receipt is not detected, the attribution is blocked.
Android Click-Injection PreventionFight click-injection on Android with our proprietary Android Click Injection Prevention that leverages Google Play Referrer to recognize fake impressions and clicks intended to manipulate attribution crediting after a legitimate user installed the app.
Android Organic Poaching DetectionStop cannibalizing organic users with the industry’s first deterministic solution for more accurate detection of organic poaching on Android.
BlacklistingSingular automatically verifies the IP address of every device, uses heuristic rules to identify fraudulent publishers, and maintains a proprietary list of suspicious devices to detect and block fraudulent attributions.
Geographic outliersThe geographic distance between the location of a click and the corresponding install can be an indicator of click spamming. When the distance between a click and an install exceeds a given threshold or is otherwise anomalistic, installs are flagged as geographic outliers and attribution is blocked.
Hyper-engagementWhen Singular receives an irregularly high number of clicks from a given source, it can be a sign of click spamming. Therefore, when the number of matching clicks tied to an install exceeds a certain threshold, an attribution is blocked.
Short time to install (TTI)When the amount of time between an ad click and the resulting install is irregularly small, it can be a sign that the install was “hijacked” by fraudsters using a click injection scheme. Singular combines this along with other techniques to block the attribution.
Superior protection powered by science
Effectively preventing established fraud schemes requires deterministic and real-time tools, but fraudsters evolve quickly and fraud prevention solutions aren’t able to keep up. Our set of highly-skilled cybersecurity experts utilize data-science and statistical methods to uncover new and previously undetected fraud schemes. We then dive deep into the details around this previously undiscovered fraud scheme and build first-to-market prevention technologies to fight back.