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data_enrichment

Dstillery

Dstillery is a data enrichment vendor with a VRS of 80. Deploys comprehensive behavioral biometrics and session recording to feed custom audience segments for programmatic advertising.

69 IOCs observed1 detections100% pre-consent1 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 Dstillery 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
100%

vendor fires before consent

Disclosure Gaps
1

Summary

Briefing

Dstillery specializes in custom audience creation through deep behavioral tracking and data enrichment. The platform captures granular visitor behavior including mouse patterns, scroll depth, and session replays, then processes this data to build predictive audience segments that feed programmatic demand networks and competitor targeting campaigns.

Customer Impact

What This Means For You

Customers visiting sites with Dstillery face behavioral tracking designed explicitly for external audience syndication. Behavioral data including interaction patterns, content engagement, scroll behavior, and session replays are captured and processed to assign visitors to custom audience segments. These segments are then sold to programmatic advertisers including direct competitors who target your qualified traffic using Dstillery-derived behavioral intelligence.

Collapse Engine

Risk Channel Breakdown

Oracle
Truth Collapse
25

Custom audience data injection creates 25% signal corruption as Dstillery segments pollute first-party analytics with third-party enrichment data and predictive scores.

Broker
Control Collapse
90

Audience segment syndication feeds visitor behavioral profiles to programmatic demand networks, creating 90% CAC subsidization as competitors bid on Dstillery-enriched custom audiences.

Reaper
Safety Collapse
0

Expands attack surface

Counselor
Legitimacy Collapse
100

Session recording combined with consent bypass creates 100% legal tail risk through GDPR Article 6 violations and behavioral biometrics processing without adequate consent.

BTI Codes

Threat Indicators

Runtime-observed (BTI-C)

BTI-C01
Defeat Device

Evasion infrastructure, auditor bypass

BTI-C06
Behavioral Biometrics

Keystroke/mouse tracking

BTI-C07
Session Recording

Full session replay

BTI-C09
Consent Bypass

Ignoring CMP signals

BTI-C10
Fingerprinting

Device identification

5
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 Dstillery'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
10

5 for current users · 5 for evaluators

Negotiation Leverage
5

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: dstilleryFirst Seen: 2026-01-22Last Updated: 2026-01-22