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Automated Ad Optimization & Guardrails

Translating verified ecommerce performance into safe, human-approved optimizations and instant waste elimination.

The Closed Optimization Loop

  1. Daily Ingestion: Continuous synchronization of campaign metrics, search queries, and ad set performance across Google Ads, Meta Ads, and TikTok Ads.
  2. Store Order Reconciliation: Shopify order webhooks attribute real conversion revenue and gross margin to active campaign UTM parameters.
  3. Waste & Opportunity Detection: The intelligence engine flags non-converting broad search terms, campaigns running below break-even true ROAS, and out-of-stock products active in product feeds.
  4. Actionable Recommendations: Formulates concrete actions (e.g. Add 14 Negative Keywords, Scale Winning PMax +20%, Pause Out-of-Stock Product Ads).
  5. Human-Approved Activation: Optimizations execute via official APIs only when the merchant approves them with one click.

Safety Invariants & Guardrails

  • No Autonomous Budget Surges: Budget recommendations respect strict percentage caps (e.g., maximum +20% scaling per cycle) to prevent platform learning phase disruption.
  • Paused by Default: Newly drafted campaigns are never pushed in an active state. They require manual merchant review and enablement.
  • Reversible Actions: Changes pushed to Google Ads or Meta Ads are fully recorded in the audit trail and visible inside native ad managers.