# What is the real gap between Advanced's default reporting and Plus's ShopifyQL/analytics tooling for a $10M-$30M brand?

Reviewed by Martin Dejnicki, Director of SEO & AI Search · facts verified October 8, 2026 · canonical: https://deploi.ca/shopify/faq/advanced-vs-plus-reporting-at-10m-30m-gmv

## Short answer

Shopify Plus adds two reporting gains over Advanced for a $10M to $30M brand: multi-store reporting and higher app query limits ([Shopify Help Center](https://help.shopify.com/en/manual/organization-settings/analytics), October 2026). Plus apps get 1,000 query points a second, against Advanced's 200 ([Shopify developer docs](https://shopify.dev/docs/apps/build/apis/graphql-admin/rate-limits), October 2026). ShopifyQL is no reason to upgrade, because it is on both plans ([Shopify Help Center](https://help.shopify.com/en/manual/reports-and-analytics/shopify-reports/report-types/reports-overview), October 2026).

- **ShopifyQL and custom explorations:** On every plan, Advanced included. "Creating a new data exploration is available to merchants on all Shopify plans" (Shopify Help Center, October 2026). ([Shopify Help Center, Create a new data exploration](https://help.shopify.com/en/manual/reports-and-analytics/shopify-reports/report-types/custom-reports/create-custom-explorations); [Shopify Help Center, Overview of the new Shopify reports](https://help.shopify.com/en/manual/reports-and-analytics/shopify-reports/report-types/reports-overview))
- **Multi-store reporting:** Plus only. Organization analytics "are available only for stores and organizations on the Shopify Plus plan" (Shopify Help Center, October 2026). Plus includes up to 9 free expansion stores. ([Shopify Help Center, Organization analytics](https://help.shopify.com/en/manual/organization-settings/analytics); [Shopify, Pricing](https://www.shopify.com/pricing))
- **GraphQL Admin API rate limit per app:** 200 points a second on Advanced, 1,000 on Plus. Shopify's developer docs, October 2026. Plus is five times Advanced and ten times the Standard plans' 100 (Deploi arithmetic from the figures above). ([Shopify developer docs, GraphQL Admin API rate limits](https://shopify.dev/docs/apps/build/apis/graphql-admin/rate-limits))
- **Bulk-operation data extracts:** Not rate limited on either plan. Bulk operations "don't have the max cost limits or rate limits that single queries have"; each app can run up to five bulk queries per shop at once from API version 2026-01 (Shopify developer docs, October 2026). ([Shopify developer docs, GraphQL Admin API rate limits](https://shopify.dev/docs/apps/build/apis/graphql-admin/rate-limits); [Shopify developer docs, Perform bulk operations with the GraphQL Admin API](https://shopify.dev/docs/apps/build/apis/graphql-admin/bulk-operations/queries))

## Deploi's call

The reporting gap between Shopify Advanced and Plus is narrow and misdescribed: it is multi-store reporting, plus application programming interface (API) headroom for syncs that run on single queries. Buy Plus for those if you need them. Do not buy it for ShopifyQL, because Advanced already has ShopifyQL.

**BUY: Move to Plus for reporting when**

- You run, or will soon run, two or more stores and want one roll-up inside Shopify: organization analytics are Plus-only ([Shopify Help Center](https://help.shopify.com/en/manual/organization-settings/analytics), October 2026).
- A real-time enterprise resource planning (ERP) or inventory sync keeps hitting Advanced's 200 points a second on single queries; Plus gives each app 1,000 ([Shopify developer docs](https://shopify.dev/docs/apps/build/apis/graphql-admin/rate-limits), October 2026).
- Shopify Audiences ad lists matter to a large paid-media budget, and your store is in the US or Canada on Shopify Payments ([Shopify Help Center](https://help.shopify.com/en/manual/promoting-marketing/shopify-audiences/setting-up-shopify-audiences), October 2026).

**CUSTOMIZE: Stay on Advanced while**

- The ask is a report, an exploration or a ShopifyQL query: all of them run on Advanced ([Shopify Help Center](https://help.shopify.com/en/manual/reports-and-analytics/shopify-reports/report-types/custom-reports/create-custom-explorations), October 2026).
- Your warehouse extract runs on bulk operations, which no plan rate limits ([Shopify developer docs](https://shopify.dev/docs/apps/build/apis/graphql-admin/bulk-operations/queries), October 2026).
- The ask is attribution: neither plan reconciles Shopify's sales with what ad platforms claim.
- You sell from a single store.

## Is ShopifyQL a Shopify Plus feature?

No: ShopifyQL, Shopify's query language for reports, works on Shopify Advanced as well as Plus, and so do custom reports. Shopify states that "Creating a new data exploration is available to merchants on all Shopify plans" ([Shopify Help Center](https://help.shopify.com/en/manual/reports-and-analytics/shopify-reports/report-types/custom-reports/create-custom-explorations), October 2026). Its reports overview says "You can save your changes as custom data explorations, regardless of your Shopify subscription" ([Shopify Help Center](https://help.shopify.com/en/manual/reports-and-analytics/shopify-reports/report-types/reports-overview), October 2026). The same page describes the editor: "The ShopifyQL query editor represents the report as a database query using ShopifyQL, or Shopify Query Language." Shopify's pricing page lists "200+ real-time reports, plus custom analytics" on all four plans ([shopify.com/pricing](https://www.shopify.com/pricing), October 2026).

The belief has a history. ShopifyQL reached merchants through the ShopifyQL Notebooks app, which Shopify's changelog announced in November 2022 as "available for all Plus merchants" ([Shopify Changelog](https://changelog.shopify.com/posts/now-launched-shopifyql-notebooks-app), November 2022). So a Plus business case built on ShopifyQL access has a hole in it. [The Advanced vs. Plus decision at $1M a month](https://deploi.ca/shopify/faq/advanced-vs-plus-at-1m-per-month) turns on fees, card rates and checkout instead.

## Which reporting gaps between Advanced and Plus matter at $10M to $30M?

At $10M to $30M, two reporting gaps between Shopify Advanced and Plus can matter: multi-store reporting and the application programming interface (API) rate limit. The first matters from your second store, the second only for frequent single-query syncs. Shopify Audiences also differs, but it builds ad lists, not reports. The rest of the analytics stack is the same on both plans, so the plan question shrinks to three rows.

**Three of six reporting and data lines differ between Advanced and Plus**

| Reporting or data line | Advanced | Plus | Bites at $10M to $30M? |
| --- | --- | --- | --- |
| Reports, custom explorations and the ShopifyQL editor | Included | Included | No |
| Marketing attribution models | 5 models | The same 5 models | No |
| Multi-store reporting across an organization | Not available | Included | Yes, from your second store |
| GraphQL Admin API rate limit per app | 200 points a second | 1,000 points a second | Only for frequent single-query syncs |
| Bulk-operation data extracts | Not rate limited | Not rate limited | No |
| Shopify Audiences ad-targeting lists | Not available | US and Canadian stores on Shopify Payments | Only if paid media is a large budget line |

Sources: [Shopify Help Center, Create a new data exploration](https://help.shopify.com/en/manual/reports-and-analytics/shopify-reports/report-types/custom-reports/create-custom-explorations); [Shopify, Pricing](https://www.shopify.com/pricing); [Shopify Help Center, Organization analytics](https://help.shopify.com/en/manual/organization-settings/analytics); [Shopify developer docs, GraphQL Admin API rate limits](https://shopify.dev/docs/apps/build/apis/graphql-admin/rate-limits); [Shopify developer docs, Perform bulk operations with the GraphQL Admin API](https://shopify.dev/docs/apps/build/apis/graphql-admin/bulk-operations/queries); [Shopify Help Center, Measuring marketing performance](https://help.shopify.com/en/manual/promoting-marketing/analyze-marketing/marketing-performance); [Shopify Help Center, Setting up Shopify Audiences](https://help.shopify.com/en/manual/promoting-marketing/shopify-audiences/setting-up-shopify-audiences). Verified October 8, 2026.

## Does Advanced's API rate limit slow a nightly data warehouse extract?

Shopify Advanced's application programming interface (API) rate limit does not slow a nightly extract that runs on bulk operations, Shopify's method for large data pulls. Shopify's GraphQL Admin API gives each app 200 points a second of query cost on Advanced and 1,000 on Plus ([Shopify developer docs](https://shopify.dev/docs/apps/build/apis/graphql-admin/rate-limits), October 2026). Shopify's docs add that bulk operations "don't have the max cost limits or rate limits that single queries have," so the plan's limit never touches them. From API version 2026-01, each app can run up to five bulk queries per shop at once ([Shopify developer docs](https://shopify.dev/docs/apps/build/apis/graphql-admin/bulk-operations/queries), October 2026).

So the five-fold gap (Deploi arithmetic) bites on syncs that run single queries all day, such as a real-time enterprise resource planning (ERP) or inventory sync. Plus stores can also ask for more: "You can request increased API rate limits by contacting support" ([Shopify Help Center](https://help.shopify.com/en/manual/intro-to-shopify/pricing-plans/plans-features/shopify-plus-plan), October 2026).

> **Shopify's pricing page states the Plus API gain two ways**
> Shopify's pricing table says "Up to 10x on select APIs" for Plus and "Up to 2x" for Advanced. Its Plus-only list says "Up to 500% higher API call limits" ([shopify.com/pricing](https://www.shopify.com/pricing), October 2026). The table measures from the "Standard" limit it shows for Basic and Grow; the Plus-only line names no baseline. The developer docs put Plus at 10 times the Standard plans' 100 points and 5 times Advanced's 200 (Deploi arithmetic).

## Is multi-store reporting a reason to move from Advanced to Plus?

Yes, once you run more than one store: multi-store reporting is the one Shopify reporting feature that Shopify Advanced cannot get. Shopify says organization analytics "are available only for stores and organizations on the Shopify Plus plan" ([Shopify Help Center](https://help.shopify.com/en/manual/organization-settings/analytics), October 2026). Shopify's changelog adds that multi-store reporting "is available for Plus organizations with multiple stores" ([Shopify Changelog](https://changelog.shopify.com/posts/multi-store-reporting-is-now-available-in-analytics), September 2025). Plus includes up to 9 free expansion stores ([shopify.com/pricing](https://www.shopify.com/pricing), October 2026), and [Plus prices expansion stores at the contract level](https://deploi.ca/shopify/faq/plus-expansion-stores-variable-platform-fee).

So on Advanced, each store reports on its own, and a cross-store view means exports or a warehouse. A single-store brand at $20M gains nothing here. A brand about to open a second market gets the roll-up with a decision it was making anyway. [Deploi's cross-store analytics record](https://deploi.ca/shopify/build-vs-buy/org-admin-cross-store-analytics) scores the native view WAIT on Plus: open organization analytics before you buy a reporting app.

## Does Plus close the gap between Shopify revenue and ad-platform revenue?

No: Shopify Advanced and Plus get the same five attribution models, and neither plan reconciles Shopify's sales with what ad platforms claim. Shopify lists "5 attribution models available for you to use with marketing activity data", with last non-direct click as the default ([Shopify Help Center](https://help.shopify.com/en/manual/promoting-marketing/analyze-marketing/marketing-performance), October 2026). The same page explains gaps with outside tools "because of the differences in how Shopify and third parties attribute interactions and sales, and also because of delays in syncing data."

Plus does add Shopify Audiences, which builds ad-targeting lists for eligible US and Canadian stores on Shopify Payments ([Shopify Help Center](https://help.shopify.com/en/manual/promoting-marketing/shopify-audiences/setting-up-shopify-audiences), October 2026). That is targeting, not attribution. So closing the revenue gap is a tracking and data-layer project with its own budget line, and [what server-side tracking cannot fix](https://deploi.ca/shopify/faq/server-side-tracking-limitations) sets its limits.

## When is reporting the wrong reason to upgrade to Plus?

Reporting is the wrong reason to upgrade to Shopify Plus when Shopify Advanced already builds the report, or when the problem sits outside Shopify.

> **When not to do this**
> - **When the ask is a specific report.** Build it as an exploration on Advanced first. If it builds, you have your answer.
> - **When the ask is attribution.** Wrong budget, wrong project, wrong vendor category: no Shopify plan reconciles ad-platform claims.
> - **When your warehouse extract runs on bulk operations.** Shopify does not rate limit bulk query execution ([Shopify developer docs](https://shopify.dev/docs/apps/build/apis/graphql-admin/bulk-operations/queries), October 2026), and [Deploi's warehouse pipeline record](https://deploi.ca/shopify/build-vs-buy/data-warehouse-pipeline) builds its Shopify extract that way. So five times the headroom buys that extract nothing.
> - **When nobody has measured the sync.** Check whether your single-query syncs actually hit Advanced's 200 points a second ([Shopify developer docs](https://shopify.dev/docs/apps/build/apis/graphql-admin/rate-limits), October 2026) before you pay for 1,000.
> - **When you run one store.** Multi-store reporting needs a second store to roll up.

## Deploi's point of view

**What we've seen.** Nearly every "we need better analytics" brief we scope at this size resolves into one of three things: a report that already builds natively, an extract-performance problem, or an attribution problem. Only the second can be a plan question, and only when the extract runs on single queries rather than bulk operations.

**Where we disagree.** Plus comparison content still lists ShopifyQL and custom reports in the Plus column, even though Shopify's pricing page lists custom analytics on every plan. That is not a small error. It sends buyers to the wrong line item and it lets a real constraint, API throughput, go unexamined.

**What this page adds.** that ShopifyQL and custom explorations are on every plan, that multi-store reporting is the one Plus-only reporting feature, and that Advanced's API limit of 200 points a second against Plus's 1,000 throttles single-query syncs but not bulk-operation extracts.

## When this answer changes

- Shopify opens organization analytics or multi-store reporting to Advanced.
- Shopify changes the GraphQL Admin API rate limits for Advanced or Plus, or puts bulk operations under a plan limit.
- Shopify ties explorations, the ShopifyQL editor or any default report to a plan.
- Shopify Audiences opens to Advanced, or to stores outside the US and Canada.
- Your brand adds a second store or a separately run market.

## Sources

1. [Shopify Help Center, Create a new data exploration](https://help.shopify.com/en/manual/reports-and-analytics/shopify-reports/report-types/custom-reports/create-custom-explorations), checked October 8, 2026
2. [Shopify Help Center, Overview of the new Shopify reports](https://help.shopify.com/en/manual/reports-and-analytics/shopify-reports/report-types/reports-overview), checked October 8, 2026
3. [Shopify, Pricing](https://www.shopify.com/pricing), checked October 8, 2026
4. [Shopify Help Center, Organization analytics](https://help.shopify.com/en/manual/organization-settings/analytics), checked October 8, 2026
5. [Shopify Changelog, Multi-store reporting now available in analytics](https://changelog.shopify.com/posts/multi-store-reporting-is-now-available-in-analytics), checked October 8, 2026
6. [Shopify developer docs, GraphQL Admin API rate limits](https://shopify.dev/docs/apps/build/apis/graphql-admin/rate-limits), checked October 8, 2026
7. [Shopify developer docs, Perform bulk operations with the GraphQL Admin API](https://shopify.dev/docs/apps/build/apis/graphql-admin/bulk-operations/queries), checked October 8, 2026
8. [Shopify Help Center, Shopify Plus plan](https://help.shopify.com/en/manual/intro-to-shopify/pricing-plans/plans-features/shopify-plus-plan), checked October 8, 2026
9. [Shopify Help Center, Measuring marketing performance](https://help.shopify.com/en/manual/promoting-marketing/analyze-marketing/marketing-performance), checked October 8, 2026
10. [Shopify Help Center, Setting up Shopify Audiences](https://help.shopify.com/en/manual/promoting-marketing/shopify-audiences/setting-up-shopify-audiences), checked October 8, 2026
11. [Shopify Changelog, Now Launched: ShopifyQL Notebooks App](https://changelog.shopify.com/posts/now-launched-shopifyql-notebooks-app), checked October 8, 2026
12. [Deploi Build vs. Buy, Advanced Shopify vs. Shopify Plus: When Is the Upgrade Worth It?](https://deploi.ca/shopify/build-vs-buy/shopify-plus-upgrade-decision), checked October 8, 2026, Deploi research
13. [Deploi Build vs. Buy, Should You Build or Buy Cross-Store Analytics on Shopify Plus?](https://deploi.ca/shopify/build-vs-buy/org-admin-cross-store-analytics), checked October 8, 2026, Deploi research
14. [Deploi Build vs. Buy, Should You Build or Buy Your Shopify Data Warehouse Pipeline?](https://deploi.ca/shopify/build-vs-buy/data-warehouse-pipeline), checked October 8, 2026, Deploi research