
Attribution Window
Attribution windows: Meta 7-day click (down from 28), Google 30-90 days. Match to your sales cycle.
2 min readBlog
Field notes and research on paid media, memory, and the difference between a number and a decision.
56 posts in Glossary

Attribution windows: Meta 7-day click (down from 28), Google 30-90 days. Match to your sales cycle.
2 min read
View-through credits ad impressions without clicks. 10-30% of conversions. Be skeptical of VTC-heavy campaigns.
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Incrementality testing shows true ad lift. Typically 20-50% of reported conversions are incremental. Run quarterly.
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Calculate customer lifetime value. LTV determines max CAC. Most businesses underestimate and underspend.
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CAC includes all acquisition costs, not just ads. SaaS $200-500, E-commerce $20-100. Compare to LTV.
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LTV:CAC of 3:1 is healthy. Below 1:1 = losing money. Above 5:1 = may be underinvesting in growth.
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MQL is marketing-ready lead. 13-25% convert to SQL. Align definition with sales to avoid frustration.
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SQL is sales-verified, ready to close. 40-60% become opportunities. Track MQL→SQL to measure quality.
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Pipeline should be 3-4x revenue target. Less = shortfall risk. Track coverage monthly.
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Retargeting converts 2-4x better. Use 3-30 day windows. Balance with prospecting—can't scale forever.
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Lookalikes find similar users. Start 1% (most similar), expand to 5-10%. Use best customers as seed.
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Custom audiences from your data. 30-60% match rate. Refresh monthly. Most valuable targeting asset.
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.