Tolerate early ad inefficiency to build signal
Cody Plofker advises accepting early Q4 ad inefficiency by monitoring add-to-carts and time on site. Cody observed new Meta CPMs starting at $200 and dropping to $35 as the platform learned. Carve Designs waited six to 18 months for TikTok and whitelisted ads to show momentum.
Why it matters. Pausing campaigns during expensive learning phases starves the funnel of consideration. Founders might abandon viable creative or channels prematurely if they expect immediate return on ad spend.
Your next move · Podafi’s suggestion
Establish leading indicator thresholds for site engagement and add-to-carts. Use these metrics to justify ad spend during early launch or seasonal ramp-ups when direct conversion metrics lag.
The catch. High initial costs do not guarantee good traffic quality. Only maintain spend if leading engagement metrics remain strong and traffic intent is verified.
Evidence & 3 sources
From the transcript
“But if we can find signs that it's high quality traffic and high intent traffic, we'll look at like time on site bounce right?”
From the transcript
“Our CPMs, probably started at 200 bucks, came down, you know, 150, whatever, you know, I had a long list of things that we wanted to try.”
Evidence summary · paraphrased
Plofker suggests looking at add-to-carts and time on site to justify early Q4 spend. Cody noted CPMs dropped from $200 to $35 after Meta learned the auction position. Carve waited up to 18 months for new social channels to perform.