Black Crow AI

Overview

Black Crow AI is a predictive analytics platform built for e-commerce stores that collects real-time behavioral signals to score individual visitors by their likelihood to purchase. The platform trains machine learning models on historical conversion data and applies those models to live sessions, enabling merchants to trigger targeted interventions — discount offers, email capture popups, retargeting suppression — based on predicted purchase intent. It is primarily deployed on Shopify and other direct-to-consumer storefronts.

What This Script Does

Black Crow AI's script loads on every page of the merchant's storefront and begins collecting behavioral signals immediately. It monitors: page visit sequences, product page dwell time, scroll depth, add-to-cart events, checkout initiations, category browsing patterns, and return visit frequency.

A persistent visitor identifier is set in a cookie or localStorage entry to maintain behavioral history across sessions, typically with an expiry of 30–90 days. This identifier enables the platform to accumulate a behavioral profile for each device and apply incrementally refined intent scores on subsequent visits.

Collected signals are transmitted to Black Crow AI's servers where the predictive model assigns a real-time intent score. This score is returned to the storefront and used to conditionally trigger merchandising or marketing interventions. Score data may also be synced to connected email marketing platforms (e.g., Klaviyo) or paid ad platforms to suppress or prioritize audiences.

Consent & Compliance

Black Crow AI processes personal data for behavioral profiling and predictive scoring — a purpose that requires explicit consent under GDPR Article 6(1)(a) and the ePrivacy Directive. Persistent visitor identification and cross-session behavioral profiling cannot be justified under legitimate interest given the scope of the processing and the reasonable expectations of a visitor to a retail website.

The downstream use of intent scores to trigger marketing interventions (popups, email capture, retargeting suppression) firmly places this in the marketing category. Integration with advertising platforms that receive behavioral scores may also constitute "sharing" under CCPA/CPRA.

Under CCPA/CPRA, behavioral profiling data and inferred characteristics (purchase intent) are personal information subject to disclosure, opt-out, and potentially the sensitive personal information framework.

Consent category: marketing. Behavioral profiling for commercial targeting is the primary purpose, not aggregate analytics.

Should You Block This Without Consent?

Yes. Black Crow AI builds persistent behavioral profiles on individual visitors for the purpose of triggering targeted marketing interventions. This requires prior consent under GDPR and the ePrivacy Directive. The script should be blocked by default and activated only when marketing consent is explicitly granted.