cybertect.io

Ad delivery

Verifies whether requested placements render correctly and tracks how delivery behavior changes throughout the session.

Placement conditions

Identifies page and frame conditions that affect whether ads can reasonably be seen by a human visitor.

Viewability measurement

Measures viewability-related signals for rendered placements and flags discrepancies between what is reported and what is observed.

Refresh behavior

Detects repeated ad activity and evaluates refresh patterns against timing, placement, and session context.

Measurement integrity

Analyzes advertising and analytics measurement traffic, identifying unusual repetition, missing pixels, or inconsistencies.

Supply and page context

Maps the supply chain context — ads.txt, sellers.json, and page-level signals — to help assess the advertising environment.

How we interpret results

Context-aware analysis, not automated labels.

Every finding is evaluated in context. Campaign configuration, publisher setup, and legitimate technical factors are all considered before a signal becomes a reported finding.

Session-captured

Results describe actual conditions captured during the scan window — real behavior, not estimates.

Context-evaluated

Campaign, publisher, and technical context are factored in — distinguishing issues from normal behavior.

Human-reviewed

Every audit includes human review — significant findings are validated before they reach your team.

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