Service ADSPECT

Adspect.ai — this is a cloaking and filtering service for bots. Adspect was the first to apply and develop the technology of JS fingerprinting (browser fingerprint analysis) to cloak advanced moderation, including a manual using resident and mobile proxies.

Adspect filters:
- Moderation of advertising platforms, including Google Ads (search, GDN), YouTube, Facebook, Instagram, TikTok, Yandex, Twitter, VK, myTarget, Snapchat Taboola;
- Moderation of the Google Play Market and Apple App Store app stores;
- Bots of specialized ad quality assessment services: GeoEdge, AdSecure, The Media Trust, Confiant, etc.;
- Antivirus bots: Google Safe Browsing, Kaspersky, Avast, Norton, etc;
- Bots of spy services, as well as traffic from competitors on previously shown ads;
- Other bots of any degree of complexity, including those built on web automation technologies (Selenium, Puppeteer, Playwright, PhantomJS, ZennoPoster, etc. ;)
- Transitions from VPNs and proxies, including resident and mobile ones, such as Bright Data (ex-Luminati) and GeoSurf;
- Transitions from hosting networks, data centers, CDNs, and IP transit providers;
- Transitions from virtualization systems (VMware, VirtualBox) and mobile device emulators;
- Direct link clicks are made, not through an ad.

Key features:
- The filtering system is based on an actual machine learning model VLA, developed based on a discrete Bayesian classifier;
- Integration with anything: regular with the help of a PHP file, JavaScript integration into website designers, integration with WebView applications, integration via API;
- Native integration with the Binom tracker;
- Cloud storage of settings: you don't need to edit PHP files or upload them again when you change any filtering settings;
- A dozen different ways to display black and white: redirects, locally without a redirect, iframe, HTML code loading, proxying (reverse proxy), PHP or JavaScript code execution, X-Accel-Redirect, X-Sendfile;
- Targeting by country, OS, browsers, browser engines, language, and time zones;
- Comparison of the time zone and geolocation of visitors;
- Filtering by schedule in a given time zone;
- Filtering by URL rules: presence/absence of parameters, match/mismatch of parameter values, etc.;
- Filtering by IP addresses, ASN (numbers of autonomous systems), Perl-compatible regular expressions for user agent and referrer;
- The transition log allows you to see each transition and its attributes (IP address, country, OS, browser, etc.) in real-time;
- The free built-in tracker allows you to track conversions and all primary advertising metrics: expense, revenue, profit, CR, ROI, CPC, eCPM, CPA, EPL;
- Automatic split-testing of blacks with a weighted distribution of traffic or using time rotation;
- REST API for programmatic flow management and guest access to statistics.