Integration Guide

Shopify ERP Integration: Connector, iPaaS or Custom Build

Connect your ERP to Shopify without double entry. Compare first-party connectors, iPaaS and a custom Admin API build by cost, effort and who owns it.

ConnectorsiPaaSCustom APIYear-1 Cost
July 24, 2026·23 min read·

Key Insights in 60 Seconds

Connecting an ERP to Shopify is a decision about paths and ownership, not just a plug. Skim the essentials, then jump to the section that matches your ERP and your team.

Three paths connect an ERP to Shopify — a first-party connector, iPaaS middleware, or a custom Admin API build.
B2B is no longer Plus-only — company profiles, catalogs, and payment terms now work on Basic, Grow, and Advanced too.
Certified connectors start free to install — Dynamics 365 and Acumatica cost nothing to add; NetSuite's runs $199.92 a month.
SAP Business One, Epicor P21, and Syspro have no first-party connector — they route through iPaaS or a custom build.
Naive syncs break on order edits — a decreased quantity or removed item can leave an orphan refund your ERP can't reconcile.
Webhooks aren't guaranteed to deliver — a custom build needs a reconciliation loop, not just event triggers, to stay accurate.

What You'll Learn

1What syncs and who owns it
2Connector vs iPaaS vs custom
3Which ERPs have a connector
4Where order syncs break
5Year-1 cost of each path
6Whether you need Plus

If someone on your team still copies orders from Shopify into your ERP by hand — or watches inventory drift apart between the two systems — you already know the cost of not integrating: re-keying, oversells, and the quiet fear of double-counting revenue. The good news is that connecting an ERP like NetSuite, Dynamics 365 Business Central, Acumatica, SAP Business One, Epicor Prophet 21, or Syspro to Shopify is a solved problem. The real question is which of three paths fits your ERP, your logic, and your budget — and what each one honestly costs in the first year. This guide walks all three.

What an ERP Integration Actually Syncs

Key takeaway

Before you compare tools, get clear on what actually moves between the two systems and, more importantly, which system is the source of truth for each piece of data. An integration isn't a magic two-way mirror — every field needs one owner, or the last write silently wins and your numbers drift.

Data objectTypical directionUsual source of truthWatch-out
Products & variantsERP → Shopify (often both ways)ERP or a PIMSKU and variant mapping must match exactly on both sides.
Pricing & price listsERP → ShopifyERPB2B price lists and multi-currency add real complexity.
Inventory (multi-location)ERP ↔ ShopifyERP or warehouse systemShopify locations must map to ERP warehouses.
OrdersShopify → ERPShopifyImported as sales orders, invoices, or cash sales.
Order edits, refunds, cancellationsShopify → ERPShopifyWhere naive syncs break — see below.
Customers & companies (B2B)Both waysOften the ERP for companiesCompany accounts add B2B-specific fields.
Fulfillment & trackingERP → ShopifyERP or 3PLOften create-only — updates may not sync back.
Financial postingsShopify → ERPERPPosted invoices and payments land in the ledger.

Inventory is where source-of-truth discipline matters most. Once your ERP or a warehouse system manages stock across several locations, Shopify's locations have to map cleanly onto those warehouses so counts and order routing stay correct. Our guide to multi-location inventory on Shopify covers how that mapping and routing work once you outgrow a single stockroom.

Where naive syncs break

The place integrations fail is rarely the happy path — it's the order edit. When a customer changes an order, the two systems have to agree on the new reality, and off-the-shelf connectors are candid about where they can't. Microsoft's own Business Central documentation lists the failure modes plainly.

A Shopify refund with zero amount is imported that can't be converted to a credit memo.
Microsoft Learn — Synchronize orders — Business Central Shopify Connector · View source (learn.microsoft.com)

Celigo's NetSuite integration draws the same line from the other side: its documentation says an edited order only re-syncs while "the fulfillment process hasn't started for the order or specific line items." Once anything ships, the edit stops flowing. The lesson is universal — design for edits, refunds, and cancellations from day one, because the tools that skip them leave you reconciling by hand.

The Three Integration Paths

Key takeaway

Almost every ERP-to-Shopify project lands on one of three paths. They differ in who builds and maintains the integration, what it costs, and how much control you keep. Find the row that sounds like your situation, then read that path's deep dive below.

PathWhat it is & who owns itYear-1 cost shapeBest when
ConnectorA certified vendor app you install and map; the vendor maintains it.Low monthly fee, $0–$916.58/mo, light setup.Your ERP is certified and order logic is standard.
iPaaSA middleware platform you configure; the platform runs the flows.Mid subscription — Celigo's median buyer pays ~$14,787/yr.Several systems to sync, or an unsupported ERP without exotic logic.
Custom buildCode on the Admin GraphQL API that you own and maintain.One-time build $5,000–$50,000+, plus maintenance.Exotic ERP or logic no connector handles; you want ownership.

Shopify itself acknowledges that ERP tooling doesn't fit neatly inside the admin — it's a named exception to the platform's usual "embed everything in the admin" rule.

apps that handle ad buying or enterprise resource planning (ERP) require a standalone site to enable access to their functionality in a user-friendly manner.
Shopify Developer Documentation — Integrating with Shopify · View source (shopify.dev)

Which Path Fits You?

You now know what syncs and how the three paths differ. Answer five questions about your ERP, your logic, and your team, and the quiz returns a route with a short blueprint — the app or API to reach for, the setup step that matters, and the source-of-truth rule to write down.

Which ERP Integration Path Fits You?Answer 5 questions for a route matched to your ERP and team
Question 1 of 5
How much manual work moves data between your ERP and Shopify today?

The Connector Route: First-Party & Certified Apps

Key takeaway

If your ERP is on Shopify's certified list, start here. Shopify runs a Global ERP Program with five certified connector apps — a suite of certified enterprise resource planning apps that integrate directly with your store. The program launched in October 2021 and is still live as of July 2026.

ERPConnector appFirst-party?Starting cost
Oracle NetSuiteNetSuite ERP ConnectorYes — Oracle$199.92/mo (B2C Standard)
Dynamics 365 Business CentralDynamics 365 BCYes — MicrosoftFree to install
AcumaticaAcumatica Cloud ERPYes — AcumaticaFree to install
Brightpearl by SageBrightpearl by SageYes — BrightpearlFree to install
Infor (M3)Infor eCommerce ConnectorYes — InforFree

Publisher and pricing from each app's Shopify App Store listing, verified July 2026. "Free to install" connectors still incur ERP-side charges billed by the vendor, separate from your Shopify invoice.

NetSuite

The NetSuite ERP Connector is published by Oracle NetSuite itself — a genuine first-party app, not a third-party bridge. It ships four pricing tiers: B2C Standard at $199.92/month, POS and B2C Premium at $249.92/month each, and a B2B tier at $916.58/month that adds invoice posting, subsequent payment handling, and B2B order and customer sync. The connector fee is billed separately from your Shopify invoice, and separately again from your NetSuite licence.

How to Integrate Shopify with NetSuiteA short overview of connecting a Shopify store to Oracle NetSuite.

If you outgrow the first-party connector — say you need to orchestrate NetSuite alongside a 3PL and a marketplace — Celigo integrator.io is the common alternative, covered in the iPaaS section below. It imports orders and customers and syncs cancellations and refunds, with the fulfillment caveat noted earlier.

Dynamics 365 Business Central

Microsoft's Dynamics 365 Business Central connector is first-party and free to install— you need both a Business Central licence and a Shopify licence, with no separate connector fee. It syncs items, customers and companies, and imports orders with fulfillment tracking, all over the GraphQL Admin API. One caveat is worth flagging: it's online-only, not available for on-premises Business Central. It also shows why connectors carry a maintenance tax that custom builds handle differently.

your integration relies on API version 2025-07, which is supported until July 1, 2026.
Microsoft Learn — Business Central Shopify Connector FAQ · View source (learn.microsoft.com)

A store on the October 2025 Business Central release that never upgraded has, as of today, already passed that connector's API end-of-support date. With a vendor connector, staying current means upgrading the ERP on the vendor's schedule; with a custom build, you control the upgrade cadence yourself — a real trade-off, not a winner.

Acumatica

Acumatica takes a different tack: its Shopify connector isn't a bolt-on you buy, it ships inside the Acumatica Retail Edition.

Our Shopify integration is built into the Acumatica Retail Edition – no additional software or 3rd party applications to purchase.
Acumatica — Acumatica for Shopify Connector · View source (acumatica.com)

The connector syncs bi-directionally and in real time as orders are placed, covering product info, per-store inventory, and shipment tracking. Acumatica also markets its connector as the first in the ERP industry to support Shopify's B2B features — that's the vendor's own claim, not an independently verified fact, so weigh it as marketing. For mid-market deployments, one partner cites all-in costs of $2,000–$5,000/month plus a $30,000–$70,000 implementation, which are its figures, not a benchmark.

Brightpearl & Infor

The last two certified apps round out the program. Brightpearl by Sage is a retail operations system, free to install and the highest-rated of the five. The Infor eCommerce Connector links Infor's M3 ERP to Shopify and is free. Both are worth a look if you already run those systems, but neither is as widely deployed on Shopify as NetSuite or Business Central.

The iPaaS Route: Middleware Between Systems

Key takeaway

An integration platform as a service (iPaaS) sits between your systems and orchestrates the data flow with pre-built connectors you configure rather than code. It earns its keep in two situations: when more than two systems have to stay in sync, and when your ERP has no certified Shopify connector but your logic is standard enough that a full custom build would be overkill.

PlatformPricing modelReal cost anchorNote
Celigo integrator.ioUsage-based subscriptionMedian buyer ~$14,787/yr (range $6,514–$35,988)Vendr, 253 purchases
BoomiPay-as-you-go from $99/mo + usageMedian buyer ~$45,147/yrVendr, 143 purchases
PatchworksBy systems connected + operations volumeNo public pricingQuote-based
AlumioTieredConnect Lite from €499/moEntry tier (observed)
JitterbitBy connection count, annual contractNo public pricingQuote-based; its Shopify ERP connector is delisted

Median figures are buyer-paid data from Vendr (linked below); Patchworks and Jitterbit publish no public dollar figures. Estimates and observed tiers, not market benchmarks — get a quote for your own flows.

The real numbers are sobering. Celigo's median buyer pays $14,787 a year across 253 recorded purchases, and Boomi's median buyer pays $45,147 a year. Patchworks prices by the number of systems connected and your operations volume; Alumio's entry tier starts around €499/month. That range is exactly why iPaaS is a middle path — more capable and more expensive than a connector, cheaper and faster than a bespoke build.

The Custom Build Route: Admin GraphQL API

Key takeaway

When no connector fits — an exotic ERP, or order and pricing logic that no off-the-shelf app maps — you build directly against Shopify's Admin GraphQL API. This is the developer-led path: the most control, the most ownership, and the most responsibility. It's also the path that most often needs outside development help, because a custom integration is a real software project.

What a custom integration is made of

A production integration is built from a handful of Shopify primitives. Understanding them tells you why a credible quote is what it is — and why the cheapest bid is often the one that skips the safety net.

Webhooks
Shopify pushes near-real-time events — new orders, edits, inventory changes — that trigger your ERP sync. Delivery isn't guaranteed, so they can't be your only mechanism.
Bulk operations
For large ERP data dumps, bulk operations bypass the single-query cost and rate limits — up to five can run at once per shop on API version 2026-01 and higher.
Rate limits
The Admin GraphQL API meters by calculated query cost. The bucket scales from 100 points a second on standard plans to 1,000 on Plus, with a 1,000-point ceiling per query.
Reconciliation loop
Because events can be missed, a scheduled job compares both systems and repairs drift — the safety net webhooks alone can't provide.
Webhook delivery isn't always guaranteed, and your app can miss or mishandle events for other reasons, such as handler failures or downtime.
Shopify Developer Documentation — Webhooks · View source (shopify.dev)

There's one more piece a good build plans for: backpressure. During an order spike, a naive integration that fires one API call per event will hit the rate-limit bucket — 1,000 points a second on Plus and start dropping work. A resilient build queues and buffers writes so a busy hour degrades gracefully instead of failing, which is exactly the kind of thing a bargain quote tends to leave out.

SAP Business One, Epicor P21 & Syspro: ERPs With No Certified Connector

Some of the most-searched ERPs have no first-party Shopify app at all. That doesn't mean you can't connect them — it means the route runs through middleware or a custom build rather than a certified connector.

ERPNative Shopify path?How you actually connect it
SAP Business OneNo first-party appSAP's own B1 Integration Framework, or a third-party app like the eShopSync connector (~$99/mo).
Epicor Prophet 21No — Epicor's own connector targets MagentoA third-party app such as ShopHive for Epicor P21 (~$399/mo), an iPaaS, or a custom build.
SysproNo first-party appThird-party middleware such as Stock2Shop, an iPaaS, or a custom Admin API build.

SAP Business One is the clearest example. There is no App Store connector from SAP; the official route is SAP's own B1 Integration Framework — the middleware that lets Business One publish and consume data from external systems — which third-party Shopify apps then build on top of. Odoo, another ERP without a first-party Shopify connector, follows the same pattern of app-or-custom integration.

Shopify Integration with Odoo ERP | Automate Your E-commerce WorkflowA short look at automating a Shopify-to-Odoo ERP workflow, an ERP with no first-party Shopify connector.

Cost & timeline

Custom-build pricing scales with scope. The tiers below come from agency estimates — useful for sizing, but single-source figures, not market benchmarks. Get your own quote before you budget.

TierTypical costTimelineWhat you get
Basic one-way$1,800–$5,0002–4 weeksOne-directional sync of a few objects.
Production-grade$5,000–$15,0004–8 weeksBi-directional sync with webhooks and error handling.
Enterprise$15,000–$50,000+8–16 weeksMulti-store, tax, and complex mapping.

Tiers from scmsoftwarelab (July 2026); a separate build put full custom ERP/PIM work at $15,000–$50,000+ plus $2,000–$5,000/mo ongoing. One chain-cited estimate puts a first-year Shopify-Plus-plus-ERP total at $100,000–$250,000 — a single second-hand figure, not a benchmark. Get your own quote.

A custom integration is one type of custom Shopify project among several, and the way you scope, staff, and price it follows the same playbook as any bespoke build. Our guide to custom Shopify development covers how those projects are scoped and where headless and Liquid fit — useful context before you commission an integration build.

What ERP Integration Costs in Year One

Key takeaway

Put the three paths on the same year-one footing and the shapes are clear. A certified connector is mostly a recurring fee: NetSuite's B2C Standard tier at $199.92 a month works out to roughly $2,399 in year-one connector fees, with almost no setup. An iPaaS is a larger subscription — Celigo's median lands near $14,787 a year. A custom build front-loads a one-time cost, often $5,000–$15,000 for a production-grade sync, then carries maintenance. The estimator below opens on that $2,399 connector example so you can bend it to your own quotes.

Year-1 Integration Cost Estimator

Pick a path and adjust the numbers to your own quotes. It opens on this article's worked example: a NetSuite store on the connector's B2C Standard tier, about $2,399 in year-one connector fees.

Integration costs only — your ERP licence is billed separately by your vendor.
Sourced range $0–$50,000 (agency build tiers).
Sourced range $0–$3,762/mo (free connectors to Boomi median).
Sourced range $0–$5,000/mo (ongoing retainer).

A certified connector app is mostly a monthly fee — the vendor maintains it, and setup is light. Defaults show NetSuite's B2C Standard tier.

Your year-one estimate
Connector — year 1
$2,399
One-time setup / build$0
Software / subscription (× 12)$2,399
Maintenance (× 12)$0
Year 1 = setup + (software × 12) + (maintenance × 12). Year 2 onward drops the one-time build and keeps the monthly lines.

* Estimate only, using single-source figures verified July 2026 — connector fees are first-party Shopify App Store listings; iPaaS medians are buyer-paid data from Vendr; custom tiers are agency estimates, not market benchmarks. It sizes the integration decision, not your full ERP total cost of ownership.

One honest caveat the tool makes prominent: these are integration costs only. Your ERP licence — NetSuite, Business Central, Acumatica — is billed separately by that vendor and is usually the larger line. The estimator sizes the connection decision, not your total cost of ownership.

Do You Need Shopify Plus for ERP Integration?

Key takeaway

A common assumption is that ERP integration — especially B2B — requires Shopify Plus. As of an April 2026 rollout, that's no longer true. Shopify made core B2B features available well below Plus.

You can use Shopify B2B on the Basic, Grow, Advanced, and Shopify Plus plans.
Shopify Help Center — B2B plan availability · View source (help.shopify.com)

Company profiles, up to three B2B catalogs, payment terms, volume pricing, and vaulted cards now work on the lower plans. What stays Plus-only is the high end: unlimited B2B catalogs, deposits and partial payments per fulfillment, and checkout customization. Plus also raises your API rate limit, which matters for very large syncs. The table shows where each plan lands.

PlanAdmin API rateCore B2BERP-relevant gate
Basic ($39/mo)100 pts/secYes — up to 3 catalogsLevel 2 PII custom apps need Grow or higher
Grow ($105/mo)100 pts/secYes — up to 3 catalogsLevel 2 PII custom apps unlocked
Advanced ($399/mo)200 pts/secYes — up to 3 catalogsHigher API bucket for heavier syncs
Plus ($2,300+/mo)1,000 pts/secYes — unlimited catalogsDeposits, per-fulfillment payments, checkout customization

Rate limits from Shopify.dev (Shopify for enterprise / Commerce Components reaches 2,000 pts/sec); plan prices in USD from shopify.com; B2B availability from the Shopify Help Center. Verified July 2026.

For the full picture of what Plus-native B2B unlocks — company accounts, price lists, and where it can replace an older ERP-era stack — see our guide to B2B on Shopify Plus. For ERP integration itself, the Admin API and core B2B run on any plan.

Red Flags in an ERP Integration Project

Key takeaway

Whichever path you pick, the same handful of warning signs separate a project that runs for years from one you rebuild in six months. Scan these before you sign anything.

No Shopify track record
An integrator fluent in your ERP but new to Shopify will miss order edits, fulfillment quirks, and API limits. Ask for Shopify-specific references.
Sync everything at once
A big-bang that turns on every object and both directions on day one is the hardest to debug. Stage it instead.
No error queue
If a failed sync disappears instead of landing in a retry queue with alerts, you learn about it from an angry customer.
Ignoring order edits
A design that assumes orders never change produces orphan refunds and mismatched invoices the first time one does.
Webhooks treated as guaranteed
Building on webhooks alone, with no reconciliation, quietly drifts out of sync the moment a delivery is missed.
Ask where customer data lives
Middleware and connectors move personal data between systems, so ask any vendor directly: where does customer PII transit and reside — inside the middleware, or only between your ERP and Shopify on a direct build? There's no single right answer, but there is a right time to ask, and it's before you sign. Vet an integrator the way you'd vet a hire — our guide to hiring a Shopify developer covers the references, brief, and scoping questions that surface these gaps early.

The Cutover Playbook

Key takeaway

Going live is the riskiest moment, and the mistake is treating it as a single switch. The same staged approach applies whether you're integrating for the first time or replacing an existing connector — run the old and new flows in parallel against a reconciliation check rather than cutting everything over at once. Work the checklist top to bottom, and only tick a box when you can verify it.

ERP Integration Cutover Checklist

Tick each step off as you move from a sandbox rehearsal to a live, reconciled integration.

0 of 6 done
  1. Build and test the full integration in a Shopify development store first — a testing environment you own that never touches your live store or real transactions.

  2. Document which system owns each object — inventory, pricing, orders, customers — so the two systems never overwrite each other's records.

  3. Turn the integration on for a small, representative set of products before the full catalog, so mistakes stay contained and easy to unwind.

  4. Sync less than your full available quantity as a safety stock so a lagging or missed update doesn't oversell during the switchover.

  5. Compare orders, inventory, and invoices across both systems daily at first, so drift surfaces while it is still small and fixable.

  6. Treat the sandbox-to-live switch as its own milestone: cut over the full catalog only after the pilot and reconciliation are clean.

When Does Integration Actually Pay Off?

Key takeaway

Not every store needs an integration yet. Shopify deliberately publishes no numeric SKU or order threshold, because the trigger is operational, not a magic number. As Shopify's own enterprise material puts it, "as sales volume increases and inventory expands, inefficient and labor-intensive operating processes are hard to scale." The practical signals integrators cite are concrete: a month-end close that takes more than five business days, inventory the two systems disagree on that a person has to chase, or having to apologize to a customer because Shopify and your finance system disagreed on whether an order shipped.

At the other extreme, scale forces the custom path: one integrator notes that at 50,000 SKUs across 12 warehouses you're looking at roughly 600,000 inventory mutations a day — a volume only bulk operations and a purpose-built sync can handle (that's an integrator's observation, not an official Shopify figure). Between those poles, CSV imports are honestly enough — and if you're genuinely weighing a full replatform to Plus or an enterprise build rather than just an integration, that's a bigger decision covered in our guide to Shopify enterprise. One boundary worth naming: syncing sales into QuickBooks or Xero is accounting sync, a narrower job than a full ERP integration — don't conflate the two when you scope.

The Bottom Line

Key takeaway

There is no single best way to connect an ERP to Shopify — there's the way that fits your ERP, your logic, and your team. Get the source-of-truth decisions right and design for order edits, and any of the three paths can run for years.

Match the path to your reality, not the loudest sales pitch. If your ERP is certified and your logic is standard, install the connector and move on. If several systems must stay in sync, an iPaaS earns its fee. If your ERP or logic leaves no clean fit, a custom build is the honest answer — decide who owns each field first, and the tooling is the easy part.
Your Next Step by Stage
Mapping your systemsSee the B2B picture first — company accounts, price lists, and where wholesale fits your Shopify setup.Understand B2B on Shopify
Weighing the planPick the right Shopify plan for your API limits, B2B needs, and budget before you commit to a build.Choose the right plan
Ready to buildHave us design the sync map and build the integration end to end — source-of-truth, webhooks, reconciliation, and all.Get hands-on build help

An ERP Integration Is Easy to Get Wrong

Order edits, source-of-truth, and reconciliation punish guesswork. Get your ERP-to-Shopify integration scoped and priced by a team that has built them before.

Get a Scoped Integration Quote

Frequently Asked Questions

Shopify doesn't build ERP software, but it runs a Global ERP Program: a Shopify App Store collection of five certified connector apps — NetSuite, Dynamics 365 Business Central, Brightpearl by Sage, Acumatica, and Infor. Each installs from the App Store and syncs data both ways. ERPs outside that list connect through an iPaaS platform or a custom build.
No. The Admin API that integrations use works on every Shopify plan, and as of April 2026 core B2B features — company profiles, up to three catalogs, and payment terms — run on Basic, Grow, and Advanced too. Plus adds unlimited B2B catalogs, deposits, checkout customization, and a higher API rate limit for very large syncs.
It depends on the path. A certified connector is mostly a monthly fee, from free to install up to about $917 a month for NetSuite's B2B tier. An iPaaS platform's median buyer pays around $14,787 a year. A custom build runs roughly $5,000 to $50,000-plus, plus maintenance. These are integration costs, not your ERP licence.
Five ERPs have certified apps in Shopify's Global ERP Program: Oracle NetSuite, Microsoft Dynamics 365 Business Central, Brightpearl by Sage, Acumatica, and Infor (M3). NetSuite's connector is published by Oracle; Dynamics and Acumatica are free to install but bill ERP-side charges separately. Other ERPs connect through middleware or a custom build.
None has a first-party Shopify connector. SAP Business One connects through SAP's own B1 Integration Framework or a third-party app. Epicor Prophet 21, whose native connector targets Magento, and Syspro both rely on third-party middleware, an iPaaS platform, or a custom Admin API build. Budget for more setup than a certified connector needs.
A connector is a single app that links one ERP to Shopify, installed and maintained by the vendor. An iPaaS is a middleware platform that orchestrates several systems at once — ERP, Shopify, a 3PL, a marketplace — using pre-built connectors you configure. Connectors are simpler; iPaaS handles many-system complexity for a larger, usage-based fee.
When your ERP has no certified connector, or your order and pricing logic outgrows what an off-the-shelf app maps. A custom build on Shopify's Admin GraphQL API gives you exactly the sync you design and full ownership, at the cost of a one-time build and the ongoing maintenance you carry yourself.
Order edits are the classic failure. Microsoft's own docs note that decreasing a quantity or removing an item can import an orphan zero-amount refund that can't become a credit memo. Celigo's NetSuite sync stops working once fulfillment starts. Any integration that assumes orders never change will drift, so design for edits from day one.
Yes. As of July 2026 the Global ERP Program collection is live in the Shopify App Store, listing five certified enterprise resource planning apps. The program launched in October 2021 with partners including Microsoft, NetSuite, Infor, and Acumatica, and remains Shopify's official directory of certified ERP connectors for merchants to browse.
The Admin GraphQL API meters by calculated query cost. The bucket runs 100 points a second on standard plans, 200 on Advanced, and 1,000 on Plus, with a 1,000-point ceiling per single query. For big data dumps, bulk operations bypass those limits — up to five can run per shop at once on recent API versions.
There's no fixed answer, but plan for stages, not a big-bang. Agency estimates put a production-grade custom build at four to eight weeks. Whatever the path, rehearse in a development store, pilot on a subset of SKUs, hold an inventory buffer, and reconcile the first weeks by hand before promoting to production.
Both connect NetSuite to Shopify. Oracle's first-party connector is the certified default, with published tiers from $199.92 a month. Celigo's integrator.io is a flexible iPaaS whose median buyer pays about $14,787 a year and which handles multi-system flows. Choose the connector for a standard NetSuite-Shopify link, Celigo when you need broader orchestration.
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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