Migration

Salesforce Commerce Cloud to Shopify Migration

An execution guide to migrating from Salesforce Commerce Cloud to Shopify: what maps, what won't move, data paths, SEO redirects, timeline and cutover.

Architecture MapData PathSEO & RedirectsCutover
July 16, 2026·23 min read·
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Key Insights in 60 Seconds

What actually changes — for your architecture, your data and your SEO — when you move off Salesforce Commerce Cloud.

Your catalog, customers and orders move off SFCC via Site Export XML and a migration tool; only custom code (cartridges) and passwords never transfer.
SFRA controllers, pipelines and cartridge code have no direct Shopify equivalent — you rebuild them, not import.
Shopify's official Store Migration app doesn't support SFCC; LitExtension offers a native automated move, Matrixify handles generic CSV.
Shopify allows up to 2,048 variants and three options per product; Einstein recommendations get rebuilt through Search & Discovery.
Customer passwords never transfer — plan a launch-day account-invite email and expect a small first-week login dip.
A realistic timeline runs from weeks to months by agency estimates; skipping the 301 redirect map is the costliest mistake.

What You’ll Learn

1What maps and what won't
2Where your custom code goes
3How your data gets off SFCC
4How to protect your SEO
5How complex your move is, and who runs it
6Your cutover playbook

First, What You're Actually Migrating

This guide is for teams that have already decided to move from Salesforce Commerce Cloud (SFCC) to Shopify and now need an execution plan. If you're still weighing whether to replatform, or which enterprise platform to choose, that's a different question. Coming from a different platform entirely? Our platform-by-platform migration guide covers WooCommerce, Wix, Magento and more.

The instinct with an SFCC migration is to picture it as exporting one database and importing it into another. It isn't. SFCC stores are built on custom cartridge code, controllers and pipelines that have no counterpart on Shopify, so the real work is re-implementing behavior, not shuttling rows. That reframing — rebuild, not transfer — is what separates a smooth cutover from a scramble. It's also why brands that make the move tend to describe it as a step up, not a lateral port:

Everything new and innovative came out on Demandware first, but there came a point where that clearly shifted to Shopify. Today Shopify is the clear winner.
David Cost, VP of Digital and Ecommerce, Rainbow Shops — Shopify case study — Rainbow Shops · View source (shopify.com)

The Naming: Demandware, B2C Commerce, Agentforce

The platform you're leaving goes by several names, and knowing which is which saves confusion during research. Demandware was acquired by Salesforce in 2016 and became Salesforce Commerce Cloud. Salesforce now markets the line as Agentforce Commerce, while its developer documentation still refers to the platform as B2C Commerce. On the storefront side, the architecture evolved from SFRA to the Composable Storefront (PWA Kit), and — per a third-party SFCC reference — a newer generation called Storefront Next. One more distinction: Salesforce B2B Commerce is a separate product with its own data model, and this guide does not cover it.

Why the name matters for your research
When you search vendor pages and forums, the same platform appears as Demandware, Salesforce Commerce Cloud, B2C Commerce and Agentforce Commerce — often on pages of different ages. Search demand still runs heavily on “Demandware.” Treat all of these as the same source platform, and when a migration tool or agency lists what it supports, check for any of these names, not just the current marketing label.

SFCC → Shopify: What Maps to What

The most useful way to scope an SFCC move is to lay each concept next to its Shopify counterpart and mark how it gets there — imported, re-created by configuration, or rebuilt in code. The map below is the honest picture.

SFCC conceptShopify equivalentHow it moves
Cartridges & custom codeApps, Shopify Functions, theme codeRebuilt, not imported — Shopify has no cartridge concept
SFRA controllers & pipelinesLiquid/theme logic + FunctionsRe-implemented; there is no direct controller or pipeline equivalent
Business Manager configurationShopify admin + metafieldsRe-created by hand — catalog, promotions and content settings
Einstein recommendationsSearch & Discovery or an appRebuilt; recommendation and merchandising rules are re-authored
Multi-site realmsShopify Markets or multiple storesAn architecture decision, not an import — see below
OCAPI / SCAPI integrationsAdmin API + Storefront APIEvery integration is reconnected and re-tested by hand
Catalog (variants / options)Up to 2,048 variants, 3 optionsData imports — audit complex products against the limits first

Shopify capabilities from Shopify Help Center and shopify.dev; SFCC concepts from Salesforce developer documentation. Verified July 2026.

On the platform you gain in return, teams that move off SFCC consistently point to how much arrives built in — and how that frees engineering time that used to go into maintaining basics:

The move to Shopify has been so beneficial to our business. We get so much out of the box, plus a huge pipeline of new features dropping regularly. And the Shopify ecosystem of apps and developers helps us move fast. This has let us shift focus from basic e-commerce feature development and maintenance to high-value areas for our consumers, like content creation and loyalty.
Chris Cocca, Chief Digital Officer, Bauer — Shopify case study — Bauer · View source (shopify.com)

Cartridges, Controllers & Pipelines

A cartridge is SFCC's mechanism for packaging code and data, and SFRA runs on controllers with pipelines as a legacy fallback. On Shopify that logic splits by type: discount, shipping and validation rules become Shopify Functions; storefront behavior becomes theme code or apps; scheduled jobs become webhook-driven services. The nuance worth planning for is that one cartridge rarely maps to one Shopify object — a single custom checkout cartridge can fan out into a Function, an app and a theme change. Where the storefront code lands also depends on the Liquid-versus-headless choice below.

Reconnecting Your Back Office

The nuance here is the shift in event model. SFCC drives back-office sync through scheduled jobs and pipelines; Shopify drives it through webhooks and API calls, which are event- rather than batch-oriented. So an ERP, OMS or PIM link isn't just re-pointed — its triggering logic is re-thought around near-real-time events. Scope each connection as its own small project with its own testing: list every system that talks to your store today, and decide how each one will talk to Shopify tomorrow.

Your Custom Checkout

Custom SFCC checkout logic is re-created through Shopify Checkout Extensibility, and the nuance is plan-gating. You add checkout apps through the checkout and accounts editor; on Basic and up they extend the thank-you and order-status pages, while Shopify Plus additionally unlocks the information, shipping and payment pages plus the Checkout Branding API. So how much of your SFCC checkout you can rebuild depends on your Shopify plan — map that before you assume parity, and use the move to shed customizations that never earned their keep.

Multi-Site Realms & B2B

SFCC realms and multi-site setups become one of two Shopify shapes: multiple regions, currencies and languages run from a single store with Shopify Markets, or genuinely separate brands and catalogs run as multiple stores. Shopify frames Markets as “sell to multiple markets, all from a single store,” which replaces many realm configurations — but when the separation is real, several stores is the honest answer. That trade-off carries cost and operational consequences, covered in our guide to running multiple Shopify stores.

If wholesale is part of the picture, SFCC customer groups map to Shopify customer segments and B2B. B2B is available on the Basic, Grow, Advanced and Plus plans, but the heavy-duty pieces — unlimited catalogs and assigning price lists directly to companies — are Plus-only. When B2B is core to your store, plan those features deliberately; our deep dive on B2B on Shopify Plus covers what native B2B does and doesn't replace.

What Doesn't Move Automatically

A migration tool moves data. Everything below is either rebuilt by hand or handled by a deliberate workaround — none of it rides along with a catalog export, so scope it explicitly.

Custom code & business logic
Cartridges, controllers and pipelines don't port. The logic they hold is re-implemented as Shopify Functions, apps or theme code.
Promotion & campaign logic
Simple codes map, but intricate promotion rules and scheduled campaigns are re-authored as Shopify discounts or Functions — a quiet time sink teams underestimate.
Customer-group mechanics
SFCC customer groups become Shopify customer segments or B2B. The grouping and entitlement logic is rebuilt by hand, not exported.
Integrations & webhooks
Every ERP, OMS, PIM and middleware link is reconnected and re-tested one at a time — nothing here rides along with a data export.
Recommendations & search config
Einstein models don't transfer. Recommendations and merchandising rules are set up fresh in Search & Discovery or a dedicated app.
Customer passwords
Encrypted outside the platform, passwords never move through any tool — plan the launch-day account-invite email instead.

How Complex Is Your Migration?

You've seen what maps cleanly and what gets rebuilt. Now size your own move. Answer five quick questions about your cartridges, custom logic, B2B footprint, catalog and integrations, and this quiz places your migration on a complexity scale — from a lean, tool-driven move to a full agency-led program. There's no wrong route here; each one points you at the execution approach that fits your store.

SFCC Migration Complexity Score5 questions → your Low, Medium or High complexity route
Question 1 of 5
How many custom cartridges does your storefront run?

Your route isn't the whole story — the Timeline and Cost sections below turn it into real weeks and dollar ranges. But first, now that you know your complexity, do a quick timing check: is this the right moment to move?

Before You Commit: When to Pause

You've decided to move and you've sized the job — the last gut check is timing. The most common reasons to pause are practical: you're mid-contract with a long exit-notice window, you're inside a peak-sales period, or your store leans on deep SFCC-native logic with no clean Shopify path yet. A real forcing function — a contract renewal deadline, a platform end-of-life announcement, or a capability you're blocked on — is what makes the timing right. Check the contract terms early; the exit-notice window is a fact you want before you plan anything, and it often decides the calendar more than any technical detail.

When migrating is NOT worth it right now
If there's no forcing function — no cost trigger, no capability you're blocked on, no contract or platform deadline pushing you — a replatform will cost more than it returns this quarter. A migration for its own sake usually loses to conversion, content and acquisition work. Park it and revisit when a real limit costs you a real sale.

And if what you're actually weighing is whether Shopify Plus is the right enterprise platform in the first place — the three-year total cost of ownership, how it compares to Adobe Commerce or SFCC, and the profiles where Plus loses — that's a decision, not an execution question. Our Shopify enterprise guide handles that side; this one assumes the decision is made.

With the timing settled, the rest of this guide is a straight execution run — starting with getting your data out.

Getting Your Data Off SFCC

SFCC's own export lives in Business Manager: Site Export writes your catalog to XML (coupons to CSV). Note that Site Import/Export moves site configuration between instances, not your live product and customer data — that's a separate mechanism you don't rely on for the migration itself. From there, four routes carry data into Shopify.

RouteSupports SFCC?What it movesNotes
Store Migration (Shopify)NoIts supported list covers Square, WooCommerce, Wix and others; SFCC is not among them.
LitExtensionYes (native)Products, customers, orders, categoriesAutomated wizard; passwords excluded. Ignore its outdated “99 variants” note — Shopify's real cap is 2,048.
MatrixifyGeneric onlyProducts, collections, customers, orders via Excel/CSVNo SFCC connector — you supply SFCC exports mapped to its spreadsheet format.
Cart2CartNoSalesforce Commerce Cloud and Demandware are absent from its supported-carts list.
Custom ETL (Admin API)Yes (you build it)Anything the API exposesFor heavy or unusual data shapes; your team or an agency scripts the extract-transform-load.

Store Migration app supported list: Shopify App Store, verified July 2026. Tool coverage from each vendor's own pages; confirm current support before you buy.

Whichever route you choose, run a test migration first and validate the results on sample products before the full run. The walkthrough below shows an automated Salesforce-Commerce-to-Shopify move end to end, so you can see the flow before you start.

Salesforce Commerce to Shopify Plus Migration (2025–2026 Update)A short overview of an automated Salesforce Commerce Cloud to Shopify migration — the tool-based route described above, shown end to end.
Trust Shopify's limits, not a tool's
LitExtension's own SFCC page states a “maximum of 99 variants and 3 options per product.” That figure is outdated for Shopify — the real limit is up to 2,048 variants and three options per product. When a migration tool's documentation contradicts Shopify's Help Center on a platform limit, verify against Shopify.

Historical Orders & the 60-Day Limit

Historical orders import as records through Shopify's Admin API, and you can suppress customer notifications so shoppers aren't emailed about years-old orders. One point that trips teams up: the Order resource returns only the last 60 days of orders by default. That's a read default you filter around, not a cap on importing history — your migration tool or ETL backfills older orders as records. Plan how you'll handle refunds and fulfillment for pre-migration orders, since those imported records aren't live transactions.

Customer Passwords

Passwords are encrypted outside the platform and cannot be migrated by any tool — this applies to every source platform, SFCC included. The fix is built in: after you import customers, trigger Shopify's account-invite email on launch day so shoppers set a new password on first login. Order history stays attached to each record, so accounts feel continuous once customers are back in. Expect a small login dip in week one and prepare a short support note explaining the reset.

Protecting Your SEO Through the Move

SFCC lets you shape storefront URLs; Shopify uses fixed paths — /products/<handle> for products and /collections/<handle> for collections. That means almost none of your old URLs survive unchanged, and each one needs a redirect. Here's how the common patterns map.

SFCC URL patternShopify equivalentWhat you do
Custom category / realm routing/products/<handle>301 in your redirect map
Category / refinement URLs/collections/<handle>Re-create as collections, then 301
Content / asset URLs/pages/<handle>Map each to its Shopify page, then 301
A product in several categories/products/<handle>One canonical product URL — no duplicate paths to reconcile

Shopify uses fixed /products/<handle> and /collections/<handle> paths. Patterns shown are generic examples of both platforms' structures.

Shopify lets you create up to 100,000 URL redirects on standard plans (20 million on Plus), imported in bulk by CSV. A few paths are reserved and can't be redirect targets, so keep them out of your map.

Reserved paths you can't redirect to
Shopify won't let you redirect URLs that begin with /apps, /application, /cart, /carts, /orders, /services or /shop, and it also reserves /collections/vendors, /collections/types, /apps/, /a/, /community/ and /tools/, plus the fixed target paths /products, /collections and /collections/all. Check the current list on Shopify's URL Redirect docs before you finalize your map — reserved paths can change. Redirects also fire only from broken (404) URLs, not as wildcard rules — and if an old path still resolves to a live page, remove or unpublish that page first, or the redirect won't take effect. Plan for explicit mappings.

On rankings, be realistic: expect short-term fluctuation while Google re-crawls your new Shopify URLs — that's typical during any replatform. A complete 301 map, not luck, is what holds your equity through that window. Migrations that lose traffic almost always skipped or botched redirects.

Liquid or Headless: How You'll Rebuild the Storefront

Because your storefront is rebuilt, you get to choose how. Teams coming from PWA Kit or a Composable Storefront often assume they must stay headless, but that isn't the case — Shopify's native themes cover the majority of storefronts at a fraction of the cost. Here are the three honest paths.

Native Liquid theme
Start from Horizon and customize. Fastest to launch, lowest cost, and covers the vast majority of storefronts — the default unless you have a specific reason not to.
Headless with Hydrogen
Shopify's official headless framework, hosting included. Fits teams coming from PWA Kit or Composable Storefront who want full front-end control — at a higher build and maintenance cost.
Bring your own stack
Use any framework, tooling or hosting against Shopify's APIs. Maximum flexibility, maximum ownership — only worth it when an off-the-shelf path genuinely can't meet your requirements.

Which path fits depends on your front-end requirements and the team maintaining it afterward. For the deeper trade-offs — the tech stack, scoping and what each approach really costs to build and run — our guide to custom Shopify development breaks down when headless earns its keep and when Liquid wins.

Timeline, Phases & the Team You Need

There's no single duration for an SFCC move, but the phases are consistent. Confirm your SFCC contract exit-notice window during discovery — it anchors the whole project, and you'll want to know it before you commit to a cutover date. Durations below are agency-observed ranges, not official Shopify data, and the higher-complexity setups from the quiz above sit at the top of every range.

PhaseKey activitiesWho you needTypical duration
Discovery & auditInventory cartridges, integrations and catalog; confirm your SFCC contract exit window firstTech lead, e-com ownerWeeks
Data export & mappingSite Export XML/CSV; map to Shopify; spot-check SKU and order countsDeveloper, data ownerWeeks
Store build & themeRebuild the storefront (Liquid or headless); re-create pages and navigationDeveloper, designerWeeks–months
Integrations rebuildReconnect and re-test ERP/OMS/PIM links and custom APIsDeveloper, integratorsWeeks–months
SEO & redirectsBuild the full 301 map; sample-check that redirects resolveSEO, developerWeeks
Cutover & hypercareFreeze, delta import, DNS switch, end-to-end test orders, monitorWhole teamDays + monitoring

Phase durations are agency-observed ranges, not official Shopify figures — timelines vary widely by store complexity. Use them for sequencing, not budgeting.

The speed gain after cutover is what teams notice most: work that took months of platform engineering on SFCC becomes routine on Shopify, because so much is built in.

We can stand things up in fifteen minutes that would have taken multiple months and hundreds of thousands of dollars on Salesforce Commerce Cloud.
David Cost, VP of Digital and Ecommerce, Rainbow Shops — Shopify case study — Rainbow Shops · View source (shopify.com)

What It Really Costs

There's no single price for an SFCC-to-Shopify move because most of the cost is labor: rebuilding cartridge logic, reconnecting integrations and validating data. Here's what each path realistically costs, using published Shopify-developer and Shopify-agency rate benchmarks.

PathCost (observed)Best for
In-house teamTooling fees + your team's timeTeams with SFCC and Shopify skills already on staff
Freelancer / specialist$15–$95/hrMid-complexity moves with a handful of integrations
Agency / Plus Partner$50–$199/hr · projects $1,000–$25,000+Large catalogs, B2B or multi-site, tight timelines

Freelancer rates: Upwork Shopify-developer benchmarks. Agency rates and project minimums: Clutch Shopify directory. All observed 2026 — confirm current rates before budgeting.

The SFCC cost you're leaving behind
Salesforce does not publish official Commerce Cloud pricing. By agency estimates, SFCC's license is commonly a percentage of your gross merchandise value — you typically negotiate it with a Salesforce representative rather than reading it off a page. Treat any GMV percentage you see as an agency estimate, not an official figure, and factor the shift from a GMV-based license to Shopify's plan-plus-processing model into your own numbers.
Shopify's platform fees are eighty percent less expensive than Salesforce. We've seen huge cost reductions in moving from Salesforce to Shopify. It's an enormous cost savings.
David Cost, VP of Digital and Ecommerce, Rainbow Shops — Shopify case study — Rainbow Shops · View source (shopify.com)

If the answer is to hire it out, the harder skill is scoping the job and vetting whoever takes it. Our guide to hiring a Shopify developer covers the brief, the red flags and how to compare quotes so you don't overpay for the parts of the migration you could have scoped tighter.

Your Cutover Playbook

These steps apply to everyone: if you're running it in-house you'll do them yourself, and if you've hired help you'll supervise and sign off on each. If you're going headless, the storefront-build step looks different, but the sequence holds. One mechanic to plan for: between your main data dump and go-live, new orders and customers keep accumulating on SFCC — so budget a short content freeze plus a delta import to catch anything created in the gap. Tick each step off as you go; the checklist saves your progress on this device.

SFCC → Shopify Migration Checklist

Work top to bottom. Expand any step to see what to confirm before you tick it off.

0 of 8 done
  1. Inventory cartridges, integrations and catalog, and check your SFCC exit-notice window before you schedule anything.

  2. Run Site Export for the catalog and pull customers and orders for your migration tool or ETL.

  3. Open the store and rebuild the theme in Liquid or headless — storefronts never port across platforms.

  4. Run LitExtension, Matrixify or your ETL, then validate the import against SFCC.

  5. Reconnect every back-office system and re-implement promotions, recommendations and customer-group logic.

  6. Re-implement custom checkout through Checkout Extensibility within your plan's capabilities.

  7. Map every old SFCC URL to its Shopify equivalent before cutover, keeping reserved paths out of the map.

  8. Import orders placed since the main dump, switch DNS, run test orders and monitor the first week.

The Bottom Line

Salesforce Commerce Cloud and Shopify are both capable platforms; moving between them is a rebuild, not a rescue. The teams that come out ahead are the ones that scope the custom code and integrations honestly up front, pick the execution path that fits their complexity, and respect the two revenue-critical steps — the complete 301 redirect map and the final delta import before cutover. Get those right and the migration is a step up; rush them and it's an outage.

Scope the rebuild before you pick a date. Inventory every cartridge, controller and integration, take the complexity quiz to find your execution path, and confirm your SFCC contract window early. Do the lean parts yourself if you can; hand the cartridge logic, integrations and cutover to a specialist the moment complexity climbs. The redirect map is non-negotiable — cheapest to build, most expensive to skip.
Your Next Step by Stage
Scoping itNot sure how big your move is? Take the complexity quiz and get your route in about a minute.Score your migration
Ready to executeOpen the step-by-step cutover playbook and start ticking off the move — it saves your progress.Open the playbook
Want a team to run itHand the storefront rebuild, data migration and redirect map to a Shopify developer while you keep selling.Hire a developer

Want a scoped quote for your SFCC migration?

If the rebuild looks like more than your team can absorb, a Shopify build team can scope the storefront rebuild, data migration, integrations and redirect map as a fixed project — while you keep the in-house option open for anything you'd rather own.

Get a migration quote →

Frequently Asked Questions

It's the same product line under evolving names. Demandware was acquired by Salesforce in 2016 and became Salesforce Commerce Cloud; Salesforce now markets the line as Agentforce Commerce, while its developer docs still call the platform B2C Commerce. When you research your migration, cross-check all of these names — official pages use them inconsistently right now.
No. Shopify's official Store Migration app lists Square, WooCommerce, Wix, Amazon, eBay and a few others, but not SFCC or Demandware. That doesn't make migration hard — LitExtension offers a native automated SFCC-to-Shopify move, Matrixify imports SFCC exports as generic Excel or CSV, and a custom ETL through Shopify's Admin API handles unusual data shapes.
Yes, with a complete 301 redirect map. SFCC and Shopify use different URL structures, so every old product, category and content URL needs a redirect to its new Shopify path. Skip that and search engines drop the old pages. Done properly, redirects pass ranking equity across, and traffic recovers as Google re-crawls your new URLs.
None of it moves. Cartridges, SFRA controllers, pipelines and Business Manager customizations have no Shopify equivalent — Shopify has no cartridge concept at all. That logic is re-implemented as Shopify Functions, apps or theme code, not imported. Scoping this rebuild honestly, cartridge by cartridge, is the single biggest driver of your migration's timeline and cost.
By agency estimates — not official Shopify data — most moves run from a few weeks to several months. A clean, near-stock storefront with a focused catalog is faster; heavy cartridge logic, B2B, multi-site realms and a web of integrations stretch it out. The rebuild and integration work, not the data import itself, usually set the schedule.
Cost is mostly labor, so it tracks who does the work. In-house is tooling fees plus your team's time; a freelancer or specialist suits mid-complexity moves; large or multi-site B2B builds justify an agency. Separately, SFCC's license is commonly a percentage of GMV by agency estimates — Salesforce doesn't publish official figures — which is part of what you leave behind.
No — passwords are encrypted outside the platform and can't move through any export or migration tool. This is true of every source platform, not just SFCC. After you import customers, trigger Shopify's account-invite email on launch day so shoppers set a new password on first login. Their order history stays attached, so accounts feel continuous once they're back in.
Einstein recommendations don't migrate — they're rebuilt. Shopify's free Search & Discovery app handles product recommendations and merchandising rules for most stores, and third-party recommendation apps cover more advanced personalization. Treat this as a re-authoring task: your recommendation strategy carries over, but the underlying rules and models are set up fresh inside Shopify's tools or an app.
For most stores, a native Liquid theme like Horizon is the faster, cheaper and lower-maintenance path. Headless with Hydrogen — Shopify's official framework — fits teams coming from PWA Kit or Composable Storefront who need full front-end control and can carry the higher build cost. Choose headless for a concrete requirement, not by default.
It's an architecture decision, not an import. Shopify Markets runs multiple regions, currencies and languages from a single store, which replaces many SFCC realm setups. When brands or catalogs genuinely need separation, you run multiple Shopify stores instead. Map each realm to either a market or a separate store early, because it shapes your data model and redirects.
Historical orders import as records through Shopify's Admin API, with customer notifications suppressed so shoppers aren't emailed about old orders. The often-quoted 60-day limit is a read default — the Order resource returns only recent orders unless you filter — not a cap on importing history. Your migration tool or ETL handles the backfill; confirm refunds and fulfillment for pre-migration orders.
Custom checkout logic doesn't import — it's re-created through Shopify Checkout Extensibility. You add apps to checkout and account pages via the checkout and accounts editor; on Basic and up that covers thank-you and order-status pages, while Shopify Plus unlocks the information, shipping and payment pages plus the Checkout Branding API. Rebuild only the checkout behavior you actually rely on.
When there's no forcing function. If you're mid-contract with a long exit-notice window, inside a peak-sales period, or your store depends on deep SFCC-native logic with no clean Shopify path, the migration will cost more than it returns this quarter. A replatform without a real trigger usually loses to time spent on conversion, content or acquisition.
About This Article
Shopify Developer & E-Commerce Writer
9+ years with Shopify since 2017

Front-end developer specializing in Shopify since 2017. Experienced in building custom Liquid themes, optimizing storefront performance, and integrating third-party apps. Writes in-depth, data-driven e-commerce guides based on hands-on experience with real merchant stores.

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