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Get Started Free →Audit Snapchat Ads measurement, Snap Pixel and Conversions API, mobile and app campaigns, creative, AR and catalog formats, audiences, budgets, brand safety, and reporting. Use for Snapchat Ads, Snap Ads, Snap Pixel, Snapchat Conversions API, AR Lens ads, app-install campaigns, or Snapchat dynamic product ads.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-08 | ✗→✓ | ▲ Improved | -40% | 0% |
| case-19 | ✗→✓ | ▲ Improved | -22% | 0% |
| case-20 | ✗→✓ | ▲ Improved | -37% | 0% |
| case-04 | ✓→✓ | = Same ✓ | -32% | 0% |
| case-07 | ✓→✓ | = Same ✓ | 79% | 0% |
ads operating contract and thinking framework.spend, conversion definition, and available exports or authenticated reads.
ads/references/snapchat-audit.md and relevant shared measurement,benchmark, creative, policy, and scoring references.
prompt or write a shared report file.
Return platform health, evidence coverage, regulatory exposure, observations, diagnoses, prioritized recommendations, opportunities, contradictions, and missing inputs through the common JSON contracts.
Other measured skills in the registry, with their headline benchmark lift.