The data on affiliate links and live shopping can be read through three concepts: attention, influence, and conversion. This framework helps marketers distinguish between a content’s reach, its role in consumer consideration, and purchase outcomes.
Attention: Are consumers exposed?
The attention stage concerns the content’s ability to reach an audience and capture its attention. Indicators such as reach, impressions, views, and clicks help brands understand how widely content has spread and how the audience has responded.
The figures of 83% of respondents having seen or opened an affiliate link and 92% regularly watching live shopping describe exposure to the two formats. However, the two measure different behaviors and need to be read according to their definitions.
A click, for example, shows that a consumer took action to look further. But they may click a link out of curiosity, to compare prices, or simply to find out which product the creator uses. A click signals that the consumer took an initial action, but it is not enough to show how strong their intention to buy is.
Influence: Does the content play a role in consumer consideration?
At the influence stage, attention has the potential to develop into consideration. Content can help consumers understand a product’s benefits, resolve doubts, or judge whether an option suits their needs.
This process is not always visible in campaign metrics. A viewer may watch a broadcast to the end without changing their consideration. Conversely, a consumer may buy a product whose link they opened earlier after obtaining information from another source.
For this reason, reach and click figures do not explain what happens after consumers interact with the content. Did they get the information they needed, remain unsure about the product, or end up choosing an alternative? These questions matter for understanding the content’s role in consumer decisions, but they cannot be answered through exposure indicators alone.
Live shopping offers one context in which to observe part of this process. Questions in the comment section, requests to show the product from another angle, or doubts about size can give clues about the information consumers are looking for.
These signals are not direct evidence that influence has occurred. However, if observed and traced further, they can help brands understand the information needs that emerge while consumers are considering a product.
Conversion: Do consumers buy?
The conversion stage refers to observable purchase actions. Citing GoodStats, about 40% of respondents who had seen or opened an affiliate link reported having bought through such a link in the past six months. The Jakpat publication on live shopping also states that more than half of respondents had bought through that format in the same period.
These two findings give a picture of the experience of buying through each format. However, the figures cannot be directly compared as equivalent measures of effectiveness without considering the measurement base and context of each.
Purchase figures also do not explain the process that precedes a transaction. The data can show whether consumers report a purchase, but the reasons behind their decisions require additional information.
This is where the measurement gap becomes important. Campaign reports can capture exposure at the start and purchase at the end, while the consideration process connecting the two is not necessarily well recorded.
When no purchase occurs, reach and click figures cannot distinguish between consumers who never really considered the product, consumers who considered it but decided not to buy, and consumers who are still postponing their decision. All three can look the same in a campaign report, yet they require different responses.
The challenge, therefore, is not simply to add more engagement indicators. Brands need to understand which indicators can help explain consumers’ consideration process and how that process relates to purchase.
