Research Desk

Ad-tech engineering telemetry and analysis.

Empirical teardowns of programmatic auction mechanics, server-side postbacks, and attribution accuracy across device graphs.

Q4

Telemetry publication

14

Protocol breakdowns

Lead Analysis

We treat attribution as an engineering problem, not a creative debate.

Whitepapers

Recent technical briefs

Systematic documentation of modern advertising infrastructure and yield architectures.

Protocol
Defense
Yield

Privacy sandbox implementation

Invalid traffic vectors

Publisher yield floors

Analyzing browser-level attribution APIs and deterministic conversion matching without cross-site persistent tracking identifiers.

Telemetry auditing protocols for detecting header spoofing, synthetic bot traffic, and compromised publisher inventory.

Algorithmic floor optimization across header bidding wrappers and direct programmatic guaranteed channels.

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