Predict 33% More Sales for Marketers With Quantitative Ad Testing
Practical workflow for marketers: run quantitative ad tests with validated STSL scores, set the right sample size, and use platform experiments to pick...
The POPJAM Blog
Insights on generative AI, ad creative optimization, and the future of marketing, crafted by our team and showcasing what POPJAM can create.
Expert Insights
In-depth articles from our marketing and AI specialists.
Ad Teams, Cut 4–6 Days: Ad Approval Workflow for Platform Review + AI
Ad teams: stop version fights and speed launches. Name one approver, tie sign-off to version IDs, plan for platform review time, and use AI prelaunch...
Marketers: Prelaunch Incrementality Testing Ads Validated Live
Pretest ad creatives with synthetic personas to kill weak concepts before spend. Follow a five stage workflow, rank variants, then validate winners with...
Audit First: Marketers Recover 15–40% of Wasted Ad Spend in 30 Days
Marketers: run an audit first sequence, fix tracking, and pretest creatives to recover 15–40% of monthly ad spend in 30 days.
3 Opt Out Checks Marketers Must Run for CCPA Ad Testing
CCPA ad testing checklist: find fragmented opt outs, run opt out tests across web, app, and CTV, and validate creatives without using personal data.
Validate Buyer Personas in Four Weeks With 6 Testable Examples
Six research backed buyer persona examples, a ready template pack, and a four week sprint to validate personas before you spend on media.
YouTube Ad Testing: AI Prelaunch + Google Experiments That Find Winners
Pair AI prelaunch filtering with Google Ads experiments to find winning YouTube ads. Narrow to your top 3–5 variants before any live spend.
Lower Your Minimum Detectable Effect Without More Traffic
Set your minimum detectable effect from business impact, shrink MDE without buying traffic, and report null results so leaders can act.
Marketers: Rank Product Images Before You Spend a Dollar With Personas
Pretest product images using calibrated personas to get ranked predictions before you spend ad budget. Learn how to design unbiased variants, validate...
12 Copy Ready Ecommerce Ad Creatives Marketers Can Pretest to Convert
Get 12 copy ready formats and a testing first workflow: short, pretest ready ecommerce ad creatives marketers can scale with AI.