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personalization

Guideline

Guideline is a personalization platform with a VRS of 80, combining high Oracle (40), maximum Broker (100), and moderate Counselor (60) threats. The platform employs defeat devices, behavioral biometrics, cross-domain sync, consent bypass, fingerprinting, and tag manager infrastructure to deliver dynamic website personalization.

4 IOCs observed1 detections1 sites
80
Vendor Risk Score
Tier: HOSTILE
Observation Coverage

BLACKOUT observes runtime behavior in the browser. This dossier reflects browser-side execution, which is one of five vendor data-egress classes. Server-to-server transfers, backend integrations, and offline data flows are outside this observation boundary.

BLACKOUT observes runtime behavior and cites the regulations that address that behavior pattern. Legal determinations are the customer's counsel's call.

How This Briefing Works

This dossier opens with key findings, then maps the gap between what Guideline discloses and what BLACKOUT observed at runtime. From there: what it means for your organization, what to do about it, and the detection evidence underneath. BLACKOUT observes runtime browser behavior and cites the regulations that address each pattern — legal determinations are your counsel's call.

Key Findings

At a Glance

Detections
1

across 1 sites

Pre-Consent Rate
0%

vendor fires before consent

Disclosure Gaps
1

Summary

Briefing

Guideline operates as a website personalization engine that uses behavioral tracking and visitor segmentation to deliver dynamic content experiences. The platform combines client-side and server-side tracking to build persistent visitor profiles used for content optimization. Core threat lies in the comprehensive behavioral capture and the cross-site tracking infrastructure that enables persistent identification.

Customer Impact

What This Means For You

Marketing teams using Guideline for personalization face three critical risks: (1) ROI corruption as selection bias in visitor segmentation creates false lift attribution, (2) Behavioral intelligence leakage as engagement patterns feed platform algorithms shared across customers, (3) Regulatory exposure from behavioral biometrics, cross-domain tracking, and consent bypass creating compounding GDPR violations. The platform's tag manager architecture creates client-side execution risk for malicious script injection.

Collapse Engine

Risk Channel Breakdown

Oracle
Truth Collapse
40

Guideline corrupts conversion metrics by attributing lift to personalized experiences that may reflect selection bias rather than true treatment effect, inflating personalization ROI and misdirecting optimization investments.

Broker
Control Collapse
100

Behavioral profiles and content engagement data are aggregated across customers to train personalization algorithms, meaning your visitor interaction patterns become training data for competitor personalization strategies.

Reaper
Safety Collapse
0

Expands attack surface

Counselor
Legitimacy Collapse
100

Behavioral biometrics collection combined with consent bypass creates GDPR Article 6 lawful basis exposure. Cross-domain sync enables visitor tracking across unrelated properties without explicit consent. Tag manager deployment creates third-party script execution risk and client-side data exposure.

BTI Codes

Threat Indicators

Runtime-observed (BTI-C)

BTI-C01
Defeat Device

Evasion infrastructure, auditor bypass

BTI-C06
Behavioral Biometrics

Keystroke/mouse tracking

BTI-C08
Cross-Domain Sync

Identity stitching

BTI-C09
Consent Bypass

Ignoring CMP signals

BTI-C10
Fingerprinting

Device identification

BTI-C15
Tag Manager

Container/loader (neutral)

6
BTI Consequences Identified

Per-code narrative explanations of what each detected behavior means for your organization

Available in VIDB Subscription

Per-code evidence with full attribution chain, severity rankings, and consequence narratives See pricing →

Disclosure Gaps

Claims vs. Reality

1
Gaps Observed

BLACKOUT analyzed Guideline's public claims against observed runtime behavior and identified 1 contradiction.

Available in VIDB Subscription

Full claim-vs-reality gap analysis with claim text, observed behavior, severity, regulatory citations (GDPR, CCPA, ePrivacy), and evidence pointers per gap See pricing →

Recommended Actions

What To Do

Recommended Actions
8

4 for current users · 4 for evaluators

Negotiation Leverage
6

contractual leverage points

Available in VIDB Subscription

Role-specific actions (security / legal / marketing / procurement), full negotiation brief with contractual language, and BTI-code-specific consequences See pricing →

Ecosystem

Supply Chain & Pairings

Available in VIDB Subscription

Full supply-chain mapping (loads / loaded-by lists with vendor identities) and the undisclosed-subprocessor list with observation evidence See pricing →

Profile: guidelineFirst Seen: 2026-01-22Last Updated: 2026-01-22