Customer Segmentation & RFM Engine

Key Features

Rule-based dynamic segments combining order count, AOV, products/categories, geography, order dates and lifecycle stage, resolved without manual list management

RFM (Recency, Frequency, Monetary) quintile scoring computed from sales_order and customer_entity data and persisted to a custom segment-membership table

Cron-driven auto-refresh via a dedicated cron group (crontab.xml) that recomputes membership and scores on a schedule you control

Native integration with catalog and cart price rules so a segment becomes the condition for targeted discounts and promotions

Follow-up email targeting: trigger transactional or campaign email to a segment via observers on customer/order events

Export segment membership to CSV/XML and push to your ESP (Klaviyo, Mailchimp and similar) for downstream campaigns

Service contracts (SegmentRepositoryInterface) plus REST and GraphQL endpoints exposing membership and RFM scores to headless and BI consumers

Admin grid and rule-builder UI built on Magento UI components, with preview of estimated segment size before saving

Granular admin ACL resources so marketers and developers see only the segments and actions their role permits

Full multi-store / multi-website scoping so segments respect store-view and website boundaries

Compatible with both Magento Open Source and Adobe Commerce, built against your exact platform version

Clean, namespaced PSR-4 module under app/code that you own outright — no encryption, no license callbacks

Built to order, done for you

No DIY setup — a working app, built, installed and supported by ECOSIRE.

You order

Start with a one-time build price. We scope it with you at kickoff.

We build & install

ECOSIRE builds, configures and installs it on your Magento 2.

Go live + support

You go live in about 2–4 weeks, with a post-launch support window.

About this Product

The Customer Segmentation & RFM Engine turns your raw order and customer history into living, queryable audiences. It is delivered as a dedicated module under app/code/Ecosire/CustomerSegmentation, wired through di.xml, registered admin ACL resources, and a cron group that recomputes membership on a schedule you control — no manual list-building.

This is a build-to-order extension, not an instant Adobe Commerce Marketplace download. After purchase, ECOSIRE engineers build the module against your Magento version (Open Source or Adobe Commerce), install it on your staging environment, validate against your real catalogue and order data, then deploy to production. We hand over clean, namespaced code you own — there is no obfuscation or license-server phone-home.

At the core is an RFM scoring engine: an observer/cron pipeline reads sales_order and customer_entity data, computes Recency, Frequency and Monetary quintile scores per customer, and persists them to a custom segment-membership table exposed through a service contract (SegmentRepositoryInterface). On top sits a rule builder in the admin (orders count, AOV, products/categories purchased, geography, order dates, lifecycle stage) that resolves to membership without you writing SQL.

Segments are not a dead end. They plug into native catalog/cart price rules for targeted promotions, drive follow-up email campaigns, and export to CSV/XML or your ESP for Klaviyo/Mailchimp-style sync. Membership and scores are readable over REST and GraphQL, so headless storefronts and external BI tools can consume the same source of truth. Everything respects Magento's multi-store, multi-website scoping and is covered by admin ACL so marketers and developers see only what their role permits. ECOSIRE supports the build with a warranty window and documented upgrade guidance.

What you get

Custom Magento 2 module (Ecosire_CustomerSegmentation) installed under app/code, built against your Open Source or Adobe Commerce version

Installation and deployment on your staging environment, validated against your real catalogue and order data before production go-live

Production deployment with setup:upgrade, di:compile and static-content deploy verified, plus rollback notes

Configured cron group and schedule for automatic segment and RFM refresh

REST + GraphQL endpoint documentation and example payloads for headless / BI consumers

Admin user guide covering the rule builder, RFM scoring, exports and price-rule integration, plus a post-launch warranty/support window

Who this is for

Retention Marketer

Wants precise, always-current audiences (lapsing high-value buyers, one-time purchasers, champions) to drive personalized email and promo campaigns without exporting spreadsheets every week.

Ecommerce Manager

Needs RFM and lifecycle visibility across the customer base to set discount strategy, justify spend and feed segment KPIs into Power BI or other reporting tools.

Magento Developer / Technical Lead

Wants clean, owned, service-contract-based code with REST/GraphQL access and proper ACL/cron, that survives Adobe Commerce upgrades and integrates with the existing storefront and ESP.

How Customer Segmentation & RFM Engine Compares

Criterion	ECOSIRE	Custom Build	Competitor
RFM (recency/frequency/monetary) quintile scoring out of the box	Included	Partial support	Partial support
Dynamic rule-based segments (orders, AOV, products, geo, dates, lifecycle)	Included	Included	Included
Works on Magento Open Source (not just Adobe Commerce)	Included	Included	Partial support
Cron auto-refresh of membership and scores	Included	Partial support	Included
REST + GraphQL service-contract access to segments/scores	Included	Partial support	Partial support
Direct ESP / CSV / XML export for email platforms	Included	Partial support	Partial support
Built, installed and supported on your store with a warranty window	Included	Partial support	Not included
Tailored to your exact data, rules and version at build time	Included	Included	Not included

Frequently Asked Questions about Customer Segmentation & RFM Engine

How long does delivery take, since this is build-to-order?

Typical delivery is 2-4 weeks from kickoff, depending on your Magento version, data volume and any custom segment rules or ESP integrations. After purchase we confirm scope, build the module against your platform, install and validate it on staging with your real data, then schedule the production deployment with you. This is a custom build installed by our engineers — not an instant Adobe Commerce Marketplace download, so we do not provide a download link.

What ongoing support and updates are included?

Every build includes a post-launch warranty window during which we fix any defects in the delivered module at no charge. After that, we offer optional support-and-maintenance retainers covering Magento and Adobe Commerce version-upgrade compatibility, new segment rules, and ESP changes. Because you own the namespaced source under app/code outright, you are never locked to us — but we are the team that knows the code best.

Does it work on both Magento Open Source and Adobe Commerce?

Yes. The module is built against your exact platform. On Adobe Commerce it coexists with the native Customer Segments feature rather than fighting it; on Magento Open Source, where native segmentation does not exist, this engine provides that capability. We confirm your edition and version at kickoff and compile and test against it.

Will RFM recalculation slow down my store?

No. Scoring runs in a dedicated cron group as a background job, reading order and customer data and writing to a custom membership table — it does not run on page load or checkout. You set the schedule (for example nightly), and large catalogues are processed in batches to keep memory and database load controlled.

Can segments and RFM scores be used by headless storefronts or external tools?

Yes. Membership and scores are exposed through Magento service contracts plus REST and GraphQL endpoints, so a PWA/headless storefront, a CDP, or a BI tool like Power BI can read the same source of truth. Exports to CSV/XML and direct ESP push are also available for email platforms.