Before-and-after advertising rules focus on emotional pressure, implied guarantees, and unrealistic transformation expectations across the full ad experience.
Meta Personal Attributes policy evaluates emotional personalization, implication patterns, and whether ads make users feel personally identified.
Misleading claims are often detected through implication, escalation, and expectation patterns across the full advertising experience.
Google Ads policy violations are often caused by trust instability, delayed clarity, and behavioral patterns across the full advertising experience.
Learn how Meta advertising policies actually work through behavioral interpretation, continuity analysis, and structural trust evaluation.
Ad funnel compliance is evaluated through continuity, escalation, timing, and behavioral consistency across the entire user journey.
Funnels often destabilize Facebook ad approvals because escalation, delayed clarity, and continuity drift accumulate across multiple funnel stages.
Landing pages that pass Facebook ad review consistently usually reduce ambiguity through clarity, continuity, trust structure, and balanced funnel behavior.
