Segment by Purchase Behavior: Spoki E-commerce Growth (v18.6.0)
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In the competitive world of e-commerce, understanding your customers is paramount. Generic marketing messages often fall flat, leading to missed opportunities and wasted resources. Imagine being able to tailor your WhatsApp Business communications based on exactly what your customers buy, how much they spend, and when they last made a purchase. This level of precision is no longer a dream. Spoki’s latest update, v18.6.0, introduces powerful new capabilities that allow you to segment by purchase behavior, transforming your customer engagement strategy. By leveraging these advanced filters, marketing managers, business owners, and e-commerce operators can create highly targeted campaigns that resonate with specific customer groups, driving conversions and fostering loyalty. This update empowers SMBs to move beyond basic segmentation, enabling truly personalized interactions through WhatsApp automation.
Deep Dive into Purchase Behavior Segmentation
Spoki’s advanced filter builder now features a brand-new “eCommerce” event type, providing five critical purchase-behavior fields to refine your audience segmentation:
- Order count: Identify frequent buyers or those who have made a specific number of purchases.
- Total spent: Pinpoint your high-value customers or those who have spent above a certain threshold.
- Average order value: Segment customers based on their typical spending habits per transaction.
- First order date: Target new customers or analyze the behavior of those who joined your brand at a specific time.
- Last order date: Re-engage lapsed customers or reward recent purchasers.
This robust set of data points allows for unparalleled granularity in defining your customer segments, moving beyond demographic or interest-based groupings to focus on actual buying habits.

Seamless Integration with Leading E-commerce Platforms
The first release of this powerful feature supports seamless integration with Shopify and PrestaShop. Connecting either (or both) of these platforms is straightforward, and the “eCommerce” option will appear automatically within Spoki. You’ll see the logos of every connected store displayed right next to it, providing an at-a-glance view of which platforms are feeding your data. This visual confirmation ensures clarity and ease of use, even for businesses operating across multiple e-commerce channels.
When both Shopify and PrestaShop stores are connected, the first eCommerce condition you add will display an informative banner. This banner explains that the filter intelligently combines contacts across every connected store into a single, unified segment. This means you can create segments that account for cross-store purchase behavior, ensuring a comprehensive view of your customer base and preventing any surprises in your segmentation efforts.
Looking ahead, Spoki is committed to expanding its integration capabilities. WooCommerce and Magento are next on the roadmap. As soon as backend support for these platforms ships, purchase-behavior filters will light up automatically for those integrations, further extending the reach and utility of this feature for a wider range of e-commerce businesses.

Practical Examples: Crafting Targeted WhatsApp Campaigns
The ability to segment by purchase behavior opens up a world of possibilities for highly effective WhatsApp Business API campaigns. Here are some practical examples that marketing managers and business owners can implement today:
1. Identifying and Nurturing VIP Customers
Scenario: You want to recognize and reward your most loyal customers who consistently make significant purchases.
Segment: “VIPs with at least 5 orders” AND “Total spent more than €500”.
WhatsApp Automation: Set up an automated WhatsApp message to these VIPs offering exclusive early access to new product launches, special discounts, or personalized thank-you messages. This fosters loyalty and encourages repeat business. Spoki’s dynamic lists ensure this segment stays up-to-date as new orders come in, automatically adding new VIPs to your exclusive communications.
2. Re-engaging Lapsed Customers
Scenario: Customers who haven’t purchased in a while might need a gentle nudge to return.
Segment: “Lapsed customers whose last order was before this quarter” AND “Order count greater than 1” (to exclude one-time buyers).
WhatsApp Automation: Deploy a personalized WhatsApp chatbot message offering a special discount code or showcasing new products relevant to their past purchases. A friendly reminder about your brand’s value can significantly improve re-engagement rates. This approach aligns perfectly with best practices for WhatsApp Business API documentation, ensuring your messages are timely and relevant.
3. Welcoming New High-Value Customers
Scenario: You want to make a great first impression on customers who make a substantial initial purchase.
Segment: “Buyers whose first order is after [current date – 30 days]” AND “Total spent more than €100” (or your defined high-value threshold).
WhatsApp Automation: Send an automated welcome message via WhatsApp, perhaps including a link to your customer support, a guide on how to get the most out of their purchase, or a small thank-you gift for their next order. This proactive engagement can significantly improve customer satisfaction and reduce churn.

4. Promoting Upsells and Cross-sells Based on AOV
Scenario: Encourage customers with a lower average order value to explore higher-priced items or complementary products.
Segment: “Customers with Average order value less than €50” AND “Order count greater than 2”.
WhatsApp Automation: Use automated messaging to suggest product bundles or premium versions of items they’ve previously purchased. This strategy can effectively increase the lifetime value of your customers by intelligently guiding them towards more valuable offerings.
5. Targeting Customers Based on Purchase Frequency
Scenario: Identify frequent buyers to reward them or encourage even more purchases.
Segment: “Customers with Order count greater than 5”.
WhatsApp Automation: Send exclusive loyalty program invitations or early bird access to sales events. For less frequent buyers, you might send reminders about items left in their cart or new arrivals that match their interests. This granular control over your segments allows for highly personalized communication strategies.

The Power of Dynamic Lists and Campaign Segments
One of the most significant advantages of Spoki’s new purchase behavior segmentation is its natural pairing with Dynamic Lists and Campaign Segments. Once you define a segment, such as “customers who spent more than €100” or “buyers whose first order is after 2026-01-01”, the segment keeps itself up to date automatically as new orders come in. This means:
- Evergreen Audiences: Your segments are always fresh and relevant, reflecting the most current customer data.
- Reduced Manual Effort: No need to constantly update lists manually, saving valuable time for your marketing team.
- Timely Communications: New VIPs are immediately added to your VIP list, and lapsed customers are quickly identified for re-engagement campaigns.
This automation ensures that your WhatsApp Business communications are always targeted, efficient, and effective, maximizing your WhatsApp Marketing ROI Calculator">return on investment.
Why WhatsApp Automation is Essential for E-commerce
For marketing managers, business owners, and e-commerce operators, integrating purchase behavior segmentation with WhatsApp automation offers a distinct competitive advantage. The WhatsApp Business API, when used correctly with tools like Spoki, transforms customer communication:
- High Open Rates: WhatsApp messages boast significantly higher open rates compared to email, ensuring your targeted messages are seen.
- Personalized Experience: Direct, one-on-one communication fosters a sense of personal connection, enhancing customer loyalty.
- Instant Engagement: Chatbots and automated messaging provide immediate responses, improving customer satisfaction and conversion rates.
- Streamlined Workflows: Automate routine inquiries, order updates, and promotional messages, freeing up your team to focus on more complex tasks.
By leveraging Spoki’s advanced segmentation, you can ensure that every WhatsApp message is not just delivered, but is also highly relevant and valuable to the recipient, driving better engagement and sales outcomes. Spoki helps businesses comply with WhatsApp Business API terms, emphasizing opt-in messaging and a customer-first approach.
Conclusion: Elevate Your E-commerce Strategy with Spoki
Spoki’s v18.6.0 update, introducing segmentation by purchase behavior, is a game-changer for any e-commerce business looking to optimize its marketing efforts. By providing granular control over customer data from platforms like Shopify and PrestaShop (with WooCommerce and Magento on the horizon), Spoki empowers you to create hyper-targeted WhatsApp campaigns that resonate deeply with your audience. Whether you’re nurturing VIPs, re-engaging lapsed customers, or welcoming new high-value buyers, these new features, combined with the power of Dynamic Lists and Campaign Segments, ensure your communication is always relevant, timely, and effective.
Stop sending generic messages and start building meaningful connections that drive real results. Discover how Spoki can transform your e-commerce customer engagement and streamline your WhatsApp marketing strategy. For more insights into optimizing your WhatsApp communications, explore the Spoki Blog and learn about effective strategies.
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