Social Media Advertising

Social Media Advertising — questions and answers

Why does the same video perform differently as a story and as an in-feed ad?

The placements are watched differently. A story occupies the full screen with interface elements over the top and bottom, so anything important has to sit in the middle band, and viewers tap through fast. In-feed units appear in a scroll among posts, usually muted, often at 4:5 or 1:1, and get judged in the first moment. The same footage recut for each context outperforms one master resized to fit both.

How is a daily budget paced across a campaign?

Delivery systems spend against the daily amount unevenly, front-loading while they learn which people respond, then settling. Spend can exceed the daily figure on some days and fall short on others while averaging out over the period. Sharp mid-flight changes reset that learning, which is why frequent tinkering usually produces worse results than leaving a structure alone long enough to gather data.

What does creative fatigue look like in the numbers before it becomes obvious?

Frequency climbs while click-through drifts down and the outcome per impression weakens, even though nothing in the setup changed. Early on this shows as a slow decline rather than a cliff. The practical response is a queue of genuinely different creative concepts rather than variations on the tiring one, since a new colour grade on the same idea rarely refreshes attention.

Why do platform-reported conversions exceed what the order database shows?

Each platform counts conversions it believes it influenced, within its own attribution window, including views that led to a later purchase. Two platforms can therefore both claim the same order. Analytics tools usually credit the last click instead, and an order database counts only completed transactions. None is lying; they answer different questions, and treating one as the total double-counts.

What is a conversions API for, when the pixel already exists?

A browser pixel is blocked by tracking protection, extensions and cleared storage, so a share of real events never reaches the platform. A server-side conversions API reports the same events from the backend, where they actually happened, and deduplicates against the pixel using a shared event identifier. It makes optimisation data less patchy, which matters more for delivery quality than for reporting.

How long should a test run before the result means anything?

Long enough to accumulate a meaningful number of the outcome being measured, not a fixed number of days. Rare outcomes such as purchases need far more exposure than cheap ones such as link clicks before a difference separates from noise. Stopping early on a promising split is the most common way to conclude something false, because early leads reverse routinely.