How do I structure campaigns to test new creatives without breaking the ones that already scale?
The short answer
Never test inside your scaling campaign, it will torch a proven winner's learning phase. Run a separate, smaller ABO testing campaign to find winners, then graduate proven creatives (15-20+ purchases, consistent ROAS above break-even) into your main CBO or ASC scaling campaign untouched. Treat testing and scaling as two different jobs with two different budgets, not one campaign doing both badly.
A quick summary to orient you. The real value is below: the resources worth your time, from people who've actually done it, not us.
Here are the resources
Hand-picked from around the web, each with a note on why it earns your time. India-specific ones carry a badge.
Why we picked it
India's best long-form founder podcast, with candid episodes from consumer-brand builders (SUGAR's Vineeta Singh, Zepto, and more) where real acquisition economics and ad-spend reality get discussed, not sanitised. The best way to hear how Indian D2C ROAS actually behaves at scale.
Why we picked it
Directly answers the question every scaling brand hits, how to keep testing new creative without wrecking a campaign that already works, by splitting the two jobs into separate structures.
Why we picked it
The most consistently useful free Meta ads channel for small and mid-size advertisers, with frequent 2024-25 updates as the UI and Advantage+ change. Great for watching an actual campaign get built and metrics get read out loud.
Why we picked it
The clearest India-specific breakdown of when to use ABO versus CBO, with concrete purchase-count thresholds for moving a creative from testing into a scaling campaign, exactly the judgment call Indian founders get wrong.
