Insights for smarter ads.
Ad strategy, optimization and data guides.
How AI Shopping Assistants Are Reshaping E-commerce
The first step of shopping is moving from the search box to the chat window. The assistant no longer just recommends; it completes the purchase inside itself.
Ad Creative Sizes 2026: One Guide for Every Format
Size lists change every year, but the logic does not: a vertical master, three ratios and a safe zone. Get those three right and you stop needing the list.
Google Ads Conversion Tracking: Setup and Verification
Conversion tracking is the single most important setting in an ad account. Set it up wrong and you corrupt what the algorithm learns.
Dropshipping Ads: The Margin Reality Behind Profitable Campaigns
The problem with dropshipping ads is not finding traffic, it is that the margin cannot carry the ad budget. Every decision starts there.
Consent Mode v2: Setup and Its Impact on Measurement
Consent mode lets you keep a partial signal when a user declines instead of losing measurement entirely. But it has to be wired correctly first.
The Marketing Funnel: Building TOFU, MOFU and BOFU
The point of a funnel is not a nice diagram but measuring each stage by its own metric. The classic mistake is judging the top by sales.
Predictive Analytics in Marketing: What It Actually Does
Prediction is not knowing the future, it is turning probability into today's decision. The value is not the score but the action attached to it.
GA4 Explorations: Going Beyond Standard Reports
Standard reports show what happened; explorations show where you are losing people. The difference lies in how you frame the question.
Ad Scheduling (Dayparting): Running Ads at the Right Hours
Budget does not spread evenly through the day, and it should not. But switching off the wrong hour usually loses more than it saves.