Adrianne (CTC)
Presents CTC’s “Creative Strategy Canon” on the Ecommerce Playbook podcast. It is a data-backed method for planning monthly ad volume (creative demand formula, carry rate, creative score), built on CTC’s Statlas dataset of 504 stores and $3.35B of Meta spend. Her surname is not given in the source.
Strong on: how many ads to make per month against a spend forecast, spend-tier hit rates, carving out catalog ads, monthly creative planning workflows for 7- to 9-figure e-commerce brands.
Bias to keep in mind: an agency methodology built on its own clients’ data; episodes are sponsored (OuterSignal) and promote CTC’s Prophit Engine.
Sources: sources/youtube/common-thread-collective/.
Notes citing Adrianne (Common Thread Collective)
- Creative hit rate — what the spend data says and why Barry Hott calls it misleadingAd creative is a hits business — CTC's 504-store / $3.35B Meta dataset shows only 24% of ads ever spend $100, 7.2% reach $1K, 1.8% $5K and 0.9% become "whales" (≈1 in 100); Motion's 550K-ad study finds ~5% real winners — plus Barry Hott's case that a binary hit rate (or one judged on CPA/ROAS) pushes teams to safe iterations, and that sources should be judged by the spend their ads carry.
- How many new ads do you need per month? CTC's creative demand formula and carry rateCTC's formula — (target spend − current spend × carry rate) ÷ expected spend per new ad — with benchmarks (70–75% of spend carries forward; whales survive 82%/retain 70%), the five "creative score" metrics that move it (evergreen share, spend degradation, top-5 concentration, zero-revenue rate, ROAS degradation), the three levers (mine old winners, make better ads by product × persona × pain × URL, carve out catalog ads) and the 5-step monthly planning workflow.
- Is ad fatigue real? Creative longevity vs refresh cadenceWhere practitioners disagree on ad fatigue — Barry Hott has ads running profitably for years and doubts fatigue is the main killer; Savannah Sanchez says rotate in at least 2 new ads a week (TikTok fatigues fastest); CTC's data shows whales survive month to month 82% of the time and accounts that push budget on proven ads carry 85–100%+ of spend; AppLovin has fewer but higher-attention impressions — plus how to tell real fatigue from other causes.