What is RFM analysis in Klaviyo?

Nowadays, where consumers receive dozens of messages every day, personalization is key to standing out. How many emails do you receive daily and how many of them do you ignore?

RFM analysis helps you stop shooting blindly and start truly understanding your customer base. This approach allows you to answer key questions such as:

• Who are my best customers?
• Who should I try to reactivate?
• Who should I nurture to prevent them from leaving?

With tools like Klaviyo, applying this analysis is easier and more powerful than ever.

What is RFM?

The RFM model allows customers to be classified according to three criteria that directly impact their purchasing habits:

1. Recency

Evaluates how much time has passed since the customer's last purchase. The more recent the purchase, the more likely they are to buy again.

Example: A customer who bought 5 days ago does not need the same message as one who bought 6 months ago.

2. Frequency

Measures how often they have purchased within a given period. Frequent customers tend to be more loyal and respond better to loyalty or exclusivity campaigns.

Example: If someone buys every month, you could offer them a subscription program or rewards.

3. Monetary Value

Analyzes how much the customer has spent in total during their lifetime. This value helps you identify your most profitable customers.

Example: A customer who has spent €1,000 deserves special attention compared to one who has only made a single purchase of €20.

How does Klaviyo use it?

Klaviyo automates this analysis and assigns RFM scores to each customer profile. These are grouped into dynamic segments ready for use in campaigns and automated flows.

Among the most common segments are:

• Champions: Recent, frequent, and high-spending customers. Ideal for VIP campaigns, early access to launches, surveys, or loyalty programs.
• Loyal Customers: Purchase frequently, even if their average ticket is not high. Ideal for strengthening relationships, rewarding consistency, and suggesting improvements or complementary products.
• At Risk: Customers who used to buy frequently but no longer do. Ideal for reactivation flows, limited offers, or satisfaction surveys.
• New Customers: Have just made their first purchase. Ideal for welcome sequences, brand testimonials, or cross-sell strategies.

Klaviyo allows these segments to update in real-time, ensuring that your campaigns are always aligned with current customer behavior.

Why is applying RFM key?

Applying RFM within your marketing strategy can completely transform your relationship with customers:

1. Improves retention

You identify customers who might stop buying from you in time and can act proactively.

2. Increases LTV (Lifetime Value)

By segmenting and nurturing your most valuable customers, you increase their purchase frequency and average ticket size.

3. Reduces email fatigue

You avoid sending generic or unnecessary messages that end up in the trash. Each segment receives relevant communications.

4. Increases cross-sells and upsells

Knowing who your best buyers are, you can offer them premium, complementary, or limited edition products.

Practical cases from Webmefy

At Webmefy, we have integrated RFM analysis into the strategy of multiple Shopify brands to achieve greater efficiency and measurable results. Some examples:

Recovery flow for "at-risk" customers

We create specific automations with gentle reminders, special promotions, or surveys to understand the reason for abandonment.

Exclusive campaigns for "Champions"

We offer VIP benefits such as early access to products, exclusive content, or personalized attention.

Segmented post-purchase automations

We adapt post-purchase flows based on whether the customer is new, recurring, or high-value, adjusting tone, timing, and content.

Ideas for Peak Season

↳ "Champion" Customers (your best high-value customers)

During BFCM, they are not "just another customer": they are the ones who leave you the most margin and who are most likely to return.

Examples:

• Real early access: 24–48 hours before launching your offers to the rest of the base, send them an email or SMS like "BFCM just for you" with exclusive access to the collection or the best discounts before stock runs out.
• Offers without devaluing the brand: instead of an aggressive discount, offer them free shipping plus a gift or access to a limited edition just for them.
• Omnichannel VIP experience: combine email and SMS with post-purchase content focused on loyalty (points program, premium recommendations, community invitation).

↳ "At-risk" Customers (used to buy, now they don't)

During Peak Season, if you don't activate them, they will buy... but probably from another brand.

Examples:

• BFCM "we miss you" campaign: before Black Friday, launch a specific campaign with a more emotional than transactional message: "It's been a while since you've been here, that's why you have early access to these offers."
• Smart incentive, not just a discount: offer them an extra condition: "if you buy again during BFCM, you unlock exclusive benefits for January" (for example, store credit or access to pre-sales of a new collection).
• Multi-channel automated flow:
  • Email 1: gentle reminder plus products they used to buy.
  • Email 2: social proof (reviews, UGC, best sellers in the category they were interested in).
  • Support SMS during BFCM: last push with a limited offer and real urgency.

↳ "New" Customers (buying for the first time during BFCM)

The typical mistake is to treat them as just another campaign order. In reality, they are your biggest opportunity to increase LTV if you work with them well afterwards.

Examples:

• Special post-BFCM welcome sequence:
  • Email 1 (immediate): thank you and brand context (not just "thanks for buying," but "this is what makes us different").
  • Email 2: content on usage, product care, inspiration for looks or combinations (in the case of fashion and accessories).
  • Email 3: soft cross-sell based on what they just bought (not another generic discount, but relevance).
• Converting "deal hunters" into valuable customers: create a "new BFCM customers" segment and run specific campaigns in January and February with:
  • New launches before the rest.
  • Benefits for a second purchase (not a massive discount, but something that makes them feel like insiders).
• Omnichannel reinforcement: combine it with transactional SMS or WhatsApp and value messages (order tracking, advice, support) so that they associate your brand with a good experience, not just with an offer.

RFM analysis is not just smart segmentation, it's a way to put the customer at the center of your marketing strategy. With tools like Klaviyo and correct implementation, you can personalize your communication, improve your conversion rates, and strengthen loyalty.

Would you like to apply this strategy to your Shopify store? At Webmefy, we can help you implement it effectively and omni-channel. Contact us and we'll tailor it to your brand.