Fine-tuning your campaigns – product recommendations

In this article, you’ll learn about making changes to your campaigns following our suggested course of action.

A quick recap

In the last section, you learned about the metrics CMH reports for each of your campaigns, and you saw how those metrics change as a campaign gathers more data. You also looked at the suggestions CMH makes as confidence in the metrics improves, and some examples where there are winning and losing campaigns:


In this section, you’ll cover how you can implement CMH’s suggestions. In most cases, you can do this in a few clicks.


When the probability of Revenue Per Visitor uplift is higher than 95% for a campaign, CMH will declare it a winner–this means CMH is more than 95% confident of a positive RPV uplift.

To supercharge winning campaigns, the obvious thing to do is show it to more people. For example, if you launched your campaign at 50% visibility, you’ll now be suggested to up that to 95% or 100%. To help you decide, CMH will also show you a projection of how many people will see your campaign each week:


Let’s have a go. It’s assumed that your campaign was launched at 50% visibility:

  1. Open your campaign and click Increase visibility

  2. Choose a visibility

  3. Click Change immediately to make the change

Some words about…​ Changing to 100% visibility

As mentioned before in Post launch, the metrics shown for campaigns running at 50% or 90% are different to the metrics for campaigns running at 100%.

If you change the visibility to 100%, CMH needs a way to keep the old data we used for A/B testing the campaign separate from the data that to collected for the campaign in this new state.

To do this, we’ll move the metrics generated before the change to a new tab, Historical metrics, and we’ll show you the metrics for the campaign in this new state in Live metrics.



When the probability of Revenue Per Visitor uplift is less than 5% for a campaign, we’ll declare it a loser–this means we are less than 5% confident of a positive RPV uplift:


When you see that a campaign hasn’t had a positive impact, the obvious thing to do is to pause it to stop showing it.

Click Pause to stop showing the campaign on your website. All your visitors will now see your default content


For campaigns that are trending positive, you can sit back and relax. We’ll need to see a bit more data before declaring it as a winner.


For campaigns that are trending negative, you may decide to pause it now rather than waiting any longer. Pausing frees up the Placement it is using so you can think about using it for another campaign.

Where the data suggests some positive engagement, you might also consider editing it and making changes to the audience–perhaps you are not targeting the right groups of people, or your messaging/imagery is not entirely on point.

There’s light at the end of the tunnel

Of course, this doesn’t mean that your losing or trending negative campaign can’t rise from the ashes. Once you’ve paused it, you have a range of options to consider.

We know that what a winning and losing campaign looks like to you and your team is a little more complicated than just looking at a single metric, such as RPV, and it may even seem a bit short-sighted in doing so. However, RPV is a useful metric for evaluating success.

So looking beyond RPV at the wider picture is well worth the effort. You might have seen, for example, some positive signs in the clickthrough rate; this suggests your campaign is resonating with your customers.

The poor RPV might therefore be a symptom of issues further down the conversion funnel. And for sure, a losing campaign offers further clues as to what doesn’t work on your site–and these are data-driven outcomes that hold more weight than intuition or experience.

What are my options then?

  • Increase visibility - where you have a winner, supercharge your returns

  • Wait - where the results are not yet final, but it’s trending positively

  • Pause - for losing or trending negative campaigns. Pausing stops the campaign from being shown to your visitors (and frees up the Placement for another campaign)

  • Edit - whatever the state of your campaign, this keeps the campaign live and allows you to make changes. When you are done, you can publish those changes.