How to create customer persona segments based on activity

Estimated 7 minute read
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Updated Nov 18, 2024, 4:12 PM EST
You will learn

You will learn

Learn how to use segmentation to create customer persona segments based on the actions they have taken. This allows you to send more relevant marketing communications so you can gain the most value from your audience. 

Before you begin

Before you begin

In the next few sections, you will learn how to build segments based on different sets of actions customers have taken. While you shouldn't necessarily email all of these tiers, looking at the number of contacts in each can give you insight into how your audience is engaging with your emails. Additionally, you can remove the "is or is not in list" conditions if you would like to advertise to these segments on Facebook as well.

There are two types of behavior that you will want to look at: 

  1. Engagement: includes things like browsing your website, or opening/clicking your emails
  2. Purchasing: how often someone buys from you, the amount they spend, and average order value

With the release of iOS15, macOS Monterey, iPadOS 15, and WatchOS 8, Apple Mail Privacy Protection (MPP) changed the way that we receive open rate data on your emails by prefetching our tracking pixel. With this change, it’s important to understand that open rates will be inflated.

If your campaign analytics show a large number of iOS openers, we suggest identifying these affected opens in your individual subscriber segments.

For complete information on MPP opens, visit our iOS 15: How to prepare for Apple’s changes guide.

For both types of actions, there are two dimensions you should consider: recency and frequency. Recency is more powerful than frequency.

The definitions of recent, frequent, and monetary value should be customized for your business. For example, if you sell pianos online, it's highly unlikely that any of your customers purchased more than 3 times in a year. That said, here are some guidelines to start:

Engagement:

  • Recent: within 3 months.
  • Frequent: 3 times or more

Purchasing:

  • Recent: Within 4 months.
  • Not recent:  4 - 13 months ago
  • Frequent: 3 times or more
  • High Monetary Value: over the average order value for your customer base.

    We use the AOV of $100 in all of the examples on this page. Replace this value with your own AOV.

High rollers

High rollers

These are your best customers. They purchase often, recently, and at a high monetary value. Your goal is to retain them by treating them like VIPs. You don't necessarily need to discount aggressively, but other perks and exclusivity go a long way.

A segment of customers who made large purchases a few times

Brand enthusiasts

Brand enthusiasts

These are loyal customers. They purchase often and recently, but don't spend as much as your VIPs, so your goal is to increase their average order value. To do this, give them a reason to spend more. Try featuring related or complementary products and/or offering volume-based discounts.

A segment of customers who make many smaller purchases

Potential high rollers

Potential high rollers

These customers have the potential to become some of your best customers; they purchased recently and at a high monetary value, but don't buy very often. To increase their purchase frequency, give them a reason to come back. Try teasing the perks of being a VIP, promoting related or complementary products, or send them replenishment flows. 

A segment of customers who could convert to becoming big spenders

Potential brand enthusiasts

Potential brand enthusiasts

These customers purchased recently, but not frequently and not at a high monetary value. Focus on increasing their purchase frequency or average order value by striking while the iron is hot. Promote bestsellers and popular or related products.

A segment of newer customers who have made small purchases

Nearly theres

Nearly theres

These are subscribers who open and click your emails often. They've also recently engaged with an email but never purchased. Your goal is to nudge them over the line to make their first purchase by giving them a good reason to buy. Remind them of what they're missing, sell value, and try incentivizing as a last resort. 

A segment of subscribers who open or click your emails regularly, but haven't yet made a purchase

Waiting for wows

Waiting for wows

These are subscribers who have never purchased but recently engaged with at least one of your emails. Capitalize on their recent interest by trying "too good to pass up" offers and limited-time deals.

A segment of customers who sometimes open or click your emails, but haven't yet purchased

Espresso shot

Espresso shot

These customers have engaged with your emails recently, but haven't made a purchase. You can send a reminder email to this group a few days after a product launch or sale announcement for a quick revenue boost. 

A segment of profiles with a high likelihood of purchasing soon

Window shoppers

Window shoppers

These customers have engaged with your marketing and show some desire or intent to purchase, but haven't made the leap yet. Consider sending them a campaign with social proof (like positive reviews or social media posts from your customers) to help convert them into first-time buyers. 

A segment of profiles who have interest in your products, but haven't yet purchased

For Shopify stores: Based on your Customer Privacy settings in Shopify, Klaviyo may not track onsite events for visitors to your Shopify store in the EU, EEA, UK and Switzerland, unless they have provided consent. Thus, your window shopper segment will not include non-consented individuals.

Lapsed high rollers

Lapsed high rollers

These are customers who have made many past purchases and spend a lot of money with you but haven't made a recent purchase. Win them back by telling them what's new with your business. This includes new releases relevant to what they've bought in the past, along with special offers to incentivize them to buy.

A segment of customers who have made a few larger purchases, but haven't bought anything in a while

Lapsed enthusiasts

Lapsed enthusiasts

These customers used to purchase often, but haven't made a purchase recently. Experiment with sending winback campaigns, but be wary of low open rates.

A segment of customers who have made a few small purchases in the past, but haven't bought anything recently

One-hit wonders

One-hit wonders

These are customers who haven't purchased recently and made fewer than 3 purchases, but at a high monetary value. Test winback campaigns against 50% of the segment or 1,000 contacts — whichever is larger. You can do this using the sampling tool, found by clicking into the Manage Segment dropdown and selecting Sample Segment Members.

First, build out the segment:

A segment of profiles who have made a few high-ticket purchased, but haven't bought recently

The Sample segment button

Then take a sample of the segment members.

When emailing this segment, monitor your open rates closely. The minimum acceptable performance is:

  • 10% or higher open rate
  • Unsubscribe rate under 3%
  • Spam complaint rate under 0.08%
Just passing throughs

Just passing throughs

These customers purchased once or twice 6-13 months ago, and at a low monetary value. Test winback campaigns against 25% of the segment or 1,000 contacts — whichever is larger.

First, build out the segment:

A segment of customers who made a few small purchases at one time, but haven't purchased recently

In the Manage Segment menu, a cursor hovers over Sample Segment Members

Then take a sample of the segment members.

When emailing this segment, monitor your open rates closely. The minimum acceptable performance is:

  • 10% or higher open rate
  • Unsubscribe rate under 3%
  • Spam complaint rate under 0.08%
False starts

False starts

These customers have not recently opened or clicked an email from you but used to do so frequently. Test winback campaigns against 10% of the segment or 1,000 contacts — whichever is larger. 

First, build out the segment:

A segment of subscribers who used to engage with your emails regularly, but haven't opened or clicked recently

In the Manage Segment menu, a cursor hovers over Sample Segment Members

Then take a sample of the segment members.

When emailing this segment, monitor your open rates closely. The minimum acceptable performance is:

  • 10% or higher open rate
  • Unsubscribe rate under 3%
  • Spam complaint rate under 0.08%
Dead weight

Dead weight

These are subscribers who haven't purchased or engaged recently and should be cleared from your account. Learn more about list cleaning.

A segment of profiles who are subscribers, but haven't purchased or engaged in a long time

Additional resources

Additional resources

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