Growth Notes
Useful thinking for brands scaling on paid.
Field notes on creative, media buying, conversion, and loyalty. Written for operators who want profitable growth, not more dashboards.
How many ad concepts can your testing budget support?
Count the comparisons your media can fund, separate concepts from variants, and leave room for an inconclusive result.
Product bundles: when a higher order value leaves less contribution
Price the single item, full-price pair and bundle before deciding whether a bigger basket helps the business.
Google Ads conversion lag: when is ROAS ready to judge?
Compare results at the same age, check the dollars left after media, and set a spending limit while delayed purchases arrive.
Creative handoff checklist: what an ad needs before launch
Use an acceptance checklist and an eight-export example to connect claims, files, approvals and measurement before launch.
When should a replenishment email send?
Choose a send-date test from product reorder history, preserve the non-returners and measure what the reminder adds.
Choosing a paid media agency or an in-house team
Map the work, approval authority and internal time before choosing an agency, an employee or a shared team.
Free shipping or 10% off: which offer can your margin support?
Price the offer, calculate the conversion lift it needs, and check whether contribution dollars and margin still hold up.
What should your paid media agency report each week?
Use a weekly scorecard to evaluate performance trends, creative delivery, test evidence, and the next decision.
Ad fatigue: when should you retire a paid social ad?
Separate creative fatigue from higher impression costs, check the dollars left after media, and test a replacement.
Google Ads and Shopify revenue don’t match. Which number should guide the budget?
Trace dates, purchase events, and a three-order value bridge before acting on a reporting mismatch.
Ecommerce CAC payback: when the second order takes 60 days
Use a 60-day cohort to separate repeat-order contribution, acquisition cost, and the cash needed to fund the wait.
Product page or landing page: where should paid traffic go?
Choose the smallest page build that answers the buying question, then calculate what it must earn back.
Ads get clicks but few sales? Check the promise before making more variants
Check what the ad promises, what the page delivers, and where shoppers stop. Choose one repair with a purchase-oriented test brief.
Break-even ROAS for ecommerce: calculate your minimum return
Calculate the media return your margin can support, set a contribution target, and see why a lower ratio can still leave more dollars.
How to build a paid acquisition system that protects profit
Why creative, media buying, conversion, and loyalty must share one operating rhythm, plus the scorecard and weekly cadence that keeps spend accountable.