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E
A/B TestingMedium complexity

Evolv.ai

by Evolv.ai

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Sets cookies
No
Sends PII
No
Cross-site tracking
No
Consent required
Analytics

Overview

AI-driven experimentation and personalisation platform. Continuously allocates visitors to experiment variants, evolves winning configurations via genetic algorithms, and measures outcomes across multiple KPIs simultaneously. Collects IP-derived geolocation, device context, and per-visitor experiment allocations.

Detection capabilities

Signature count
2
Detection methods
network
Property types
hostnamepathname

Performance impact

Performance Impact

Script size
70 KB
Requests per page
4

Common mistakes

  • 1Loading the webloader before consent is resolved, causing experiment allocations to be created for visitors who will later reject
  • 2Sending full geolocation context (geo.city, geo.postal, geo.lat, geo.lon) with every data ping without IP truncation
  • 3Treating AI-driven optimisation the same as simple A/B testing for consent purposes - the continuous profile-building behaviour is closer to personalisation
  • 4Relying on the SDK's own consent gating rather than gating the webloader request itself at the tag manager layer

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