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When an ad campaign does not bring the desired result, the reasons for that are not always obvious. Impressions may be coming in, and CTR might be respectable, yet CPA can keep climbing, and ROAS can look weak, as the leads never turn into paying customers. With the abundance of…

Testing a new GEO can go wrong in two opposite ways. You may spend a small amount (say, $30), get no conversions, and thus kill a market that simply did not have enough traffic to prove anything. Another scenario is allocating sizable budgets to a campaign that is already performing…

An ad campaign may look ready for growth until you increase its daily budget, and the economics start changing drastically in just a few days. CPM skyrockets, CPA follows, and additional conversions become more expensive than the initial ones. Many advertisers react by either immediately reducing the budget to its…

Contextual and behavioral targeting are two common bases for precise targeting. Contextual targeting shows ads based on the content a user is currently viewing. Behavioral targeting shows ads based on that user’s past actions and profile. You might have already noticed that behavioral targeting requires some form of intelligence gathering,…

AI Dating is a visual sell. Before users read about features, open a chat, or reach the subscription page, they have already reacted to the character in the ad. One face may get attention. Another may be ignored. A banner that works today may start losing users after a few…

What is CIPIAI and What Makes It Worth Testing CIPIAI is a tech-focused CPA affiliate network that launched in 2024. The founding team came from affiliate marketing, which explains why the platform is built the way it is: direct and in-house offers and a clean easy to use tracking system.…

Every user visit to a webpage is a complex phenomenon, involving multiple simple actions. These include such groups of events as: You might have seen these categories labeled differently, which is not all that important. What we’re trying to convey here is that every user leaves a digital footprint that…

If you’re running campaigns across dozens (or hundreds) of zones, you already know the drill: some placements convert like magic, others just burn through budget with nothing to show for it. The problem isn’t spotting the bad zones, but finding the time to track them all every single day. Auto…

Marketplace sellers often ask the same question: “Why would I buy external traffic if the sale happens inside the marketplace?” The answer is simple: because the direct sale is not always the whole story. A product page on a marketplace is not only about getting a sale. It also shows…

Clicks don’t always lead to conversions. When enough users access your landing page, but only a small proportion converts, the key growth lies within the post-click experience. That is where conversion rate optimization comes into play. Work in this direction focuses on what happens after the user clicks on your…