
Marketing Efficiency Ratio (MER)
MER = Total Revenue ÷ Total Marketing Spend. Ignores attribution debates. Target 3-5x for DTC.
2 min readBlog
Field notes and research on paid media, memory, and the difference between a number and a decision.
56 posts in Glossary

MER = Total Revenue ÷ Total Marketing Spend. Ignores attribution debates. Target 3-5x for DTC.
2 min read
Learn Quality Score (1-10). Improve from 5 to 7+ to reduce CPC 10-15%. See the three components.
2 min read
Understand impression share and diagnose lost impressions. 50%+ is strong. See budget vs rank causes.
2 min read
Learn Google Smart Bidding strategies. Need 30 conversions in 30 days minimum. See when to use each.
2 min read
Understand Performance Max campaigns. See the visibility limitations and brand exclusion settings.
2 min read
Learn Target CPA bidding. Set realistic targets based on historical data. See minimum requirements.
2 min read
Understand Target ROAS. Express as percentage (400% = 4x return). Best for varied product values.
2 min read
Learn when to use Maximize Conversions and when to switch to target-based strategies.
2 min read
Understand Meta Learning Phase. Need 50 conversions in 7 days. See how to exit faster.
2 min read
Fix Learning Limited status. Increase budget to 10x CPA, broaden to 2M+ audience, consolidate ad sets.
2 min read
Understand ThruPlay (15 seconds or completion). Low rate = weak hook. Optimize first 3 seconds.
2 min read
Learn Advantage+ automation. Meta claims 22% ROAS improvement. Set customer caps to control spend.
2 min readThe record
Stop running an account that forgets.
Every decision written down, with its reason and its result. That is the whole product.