ad-campaign-optimization

the user invokes `/ads audit`, delegate to subagents in parallel:

Ecommerce and lead-gen accounts wanting to optimize Advantage+ Shopping/Conversions with proper structure.

Marketing teams managing 10+ campaigns across 3+ platforms, where unified status view prevents blind spots and enables rapid response to execution issues.

When you have multi-channel data and need to rebalance budget from underperformers to high-ROAS channels.

Crowdfunding campaigns when you need performance-focused variants across multiple urgency and social-proof angles.

A/B tests creative and targeting simultaneously—catches interactions that single-variable optimization misses.

When planning and optimizing multi-channel paid advertising campaigns at scale.

Initial Meta Ads account setup and health diagnostic before running optimizations.

Programmatic multi-channel ad campaign deployment when managing budgets across Google, Meta, and LinkedIn

E-commerce sellers expanding to multiple ad platforms (Google, Meta, TikTok) without prior PPC experience.

When you need to structure campaigns by funnel stage (cold/warm/hot) and run creative testing to find winners.

Meta advertisers with 5+ ad sets who need diagnostic clarity on what is actually working, waste identification in dollars, and confidence-checked recommendations before making changes.