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About

Laser-focused mobile ad fraud detection with Machine Learning. When it comes to protecting against the biggest mobile advertising threats, Scalarr’s dual-layered, next-generation, Machine Learning algorithms detect a variety of in-app fraud with dramatically improved accuracy of up to 97%. Test out Scalarr! Overview, inspect, and prevent mobile app install ad fraud with unsupervised machine learning capabilities, before any damage is done. Scalarr applies both unsupervised and semi-supervised machine learning algorithms to automatically detect and recognize fraud patterns from huge amounts of data. It analyzes hundreds of clicks, installs, and post-install event features and variables, thus effectively reducing the number of false-positive and false-negative errors. With an advanced model view focused on the accuracy of results and completeness, Scalarr is a powerful tool that delivers meaningful outputs on the level of each conversion.

About

TrafficGuardian is an AI-powered traffic protection platform designed to help advertisers filter fraudulent traffic and protect their marketing campaigns. The platform analyzes every incoming click in real time to detect bots, proxies, VPN users, and other suspicious activity before it reaches a website or landing page. Using machine learning and advanced filtering rules, TrafficGuardian ensures that only genuine visitors interact with advertising campaigns. The system provides detailed real-time analytics showing information such as IP reputation, device details, and location data for every visitor. Advertisers can create custom filtering rules based on location, device type, or traffic source to control who can access their pages. Additional tools such as Page Guard and BotCheck help monitor how bots and automated systems interact with campaign pages.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

App developers looking for a Machine Learning mobile application to protect from app install ad fraud

Audience

Digital advertisers, affiliate marketers, agencies, and businesses running paid campaigns who want to prevent click fraud, filter bot traffic, and improve advertising ROI

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

No information available.
Free Version Not Supported
Free Trial Supported

Pricing

$49
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 4.6 / 5
ease 4.1 / 5
features 4.5 / 5
design 3.9 / 5
support 3.9 / 5

Pros & Cons from Real Users

Pros

  • I like how simple the AI page builder is to work with. The templates are good and save time when creating pages from scratch and filtering is also good. When I needed help, the support team assisted me in figuring things out.
  • It filters out all the bad bots, fake clicks, and proxy traffic very well. It successfully stopped my ads from getting banned on Facebook, which saved me a lot of money.
  • The traffic filtering speed is excellent. It does a great job of identifying ad network bots and keeping our real landing pages hidden from competitors and spy tools. The integration with our WordPress setup was simple and works without any latency.
  • i've been using it for a weeks and it has been helpful in filtering suspicious traffic. the reports are easy to understand and I like being able to see where the click are coming from. Setup was pretty straightforward too.
  • TrafficGuardian works better than the others and offers more advanced cloaking filters, which is why I think it's a better option.

Cons

  • The biggest issue for me is the lack of proper documentation. Some features are not self-explanatory, and clear tutorials would make it easier to learn the platform without needing to ask support for help.
  • The account took 30 minutes to activate after payment and the dashboard looks a bit old.
  • The user interface feels a bit outdated and takes some time to get used to. Also, the basic plan is slightly expensive for small budget marketers, and they should add more video tutorials for setup.
  • it took little time to get familiar with all the settings. a few more tutorials for new user would make the experience better.
  • I had to wait about 30 minutes for the payment to be activated, but overall I really liked its cloaking system.

Training

Documentation Not Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Scalarr
Founded: 2016
United States
scalarr.io

Company Information

TrafficGuardian
Founded: 2026
United States
www.trafficguardian.org

Alternatives

mFaaS

mFaaS

mTraction

Alternatives

ClickCease

ClickCease

CHEQ Essentials
Anura.io

Anura.io

Anura Solutions, LLC
Clockerly

Clockerly

Clockerly.io
ClickCease

ClickCease

CHEQ Essentials

Categories

Ad Fraud Detection Supported
Click Fraud Supported

Categories

Ad Fraud Detection Supported
Click Fraud Supported

Integrations

Adjust Supported
AppsFlyer Supported
Branch Supported
Kochava Supported
Singular Supported
Tenjin Supported
mParticle Supported

Integrations

Adjust Not Supported
AppsFlyer Not Supported
Branch Not Supported
Kochava Not Supported
Singular Not Supported
Tenjin Not Supported
mParticle Not Supported
Claim Scalarr and update features and information
Claim Scalarr and update features and information
Claim TrafficGuardian and update features and information
Claim TrafficGuardian and update features and information