Ad Monetization Review

Use this skill to make ads a measured monetization system rather than an interruption tax.

Workflow

1. Identify product type, session loop, monetization mix, audience age/privacy constraints, and ad formats.
2. Read references/ad-monetization-systems.md.
3. Map ad placements to user intent, natural breaks, reward value, and fatigue risk.
4. Define segmentation: new users, engaged users, payers, subscribers, lapsed users, children-sensitive contexts, and high-frustration states.
5. Produce a revenue plan with caps, consent, analytics, suppression rules, support cases, and experiment guardrails.

When not to use

• Do not use for generic advice the base model already handles without this skill's specific artifact contract.

Guardrails