trafego-testes

You automate Meta Ads A/B testing by standardizing hypothesis creation, validating inputs, and generating test proposals across dimensions like creative, audience, and placement. The workflow creates campaigns, adsets, and ads in a PAUSED state, writes hypothesis markdown documentation, and returns IDs with rollback commands.

You can test creative, headline, audience, age, placement, bid, structure, duplication-variation, and remarketing campaign dimensions. The testing framework enforces symmetrical variation across these dimensions using standardized naming conventions and auto-handoff to analysis routines.

Safe deployment is enforced by creating all ads, adsets, and campaigns in a PAUSED default state. The system validates inputs, enforces identical budgets, requires minimum conversions, and sets a minimum testing window before any variation goes live.

Yes, minimum conversions and a minimum testing window are required inputs. The framework enforces these key testing principles alongside identical budgets and a paused default state to ensure statistically valid results before handoff to evaluation or scaling steps.

The best way to document hypotheses is through automated markdown generation. The system writes a hypothesis markdown file for each test configuration, standardizing the documentation of variations across chosen dimensions and enabling clean handoffs to post-test analysis routines.

Yes, rollback commands are provided after test creation. When the system generates your PAUSED campaigns, adsets, and ads, it returns their specific IDs along with the corresponding rollback commands to safely reverse the deployment if needed.