Best auto tagging apps for Shopify in 2026: 7 compared

Auto tagging apps add tags to orders, customers and products when they match rules you set, so you can filter, segment and route work without tagging by hand. We compared seven options on features, pricing, ratings and Built for Shopify status. Quick answer: Leap Auto Tags | All‑in‑1 Tags is the best pick for most live stores, because it tags orders, customers and products in one app, has 100+ prebuilt workflows and holds a 4.9 rating from 203 reviews, starting at $8/month.

What to look for in an auto tagging app

A good auto tagging app covers the records you need to tag, fits your monthly volume, and lets you fix mistakes. These six criteria matter most:

• Record types: does it tag orders, customers and products, or only some of them?
• Monthly tag limits: check how many tags each plan allows and what happens when you go over.
• Backdating: can it tag past records, and is that included in the plan or billed per run?
• Cleanup and undo: can you bulk merge, rename or remove tags, and reverse a bad run?
• Integrations: Shopify Flow, Klaviyo or fulfilment tools that read your tags.
• Proof: rating, number of reviews and Built for Shopify status.

Auto tagging apps compared

Leap Auto Tags | All‑in‑1 Tags and SC AI Order Taggers have the strongest review records among the dedicated auto tagging apps, while Shopify Flow is the free, general option.

How we compared: we read each app's Shopify App Store listing in November 2026, plus the one-star reviews for Easy Tagging: Bulk & Auto Tags and the review excerpts shown on the other listings. O: Auto Tag Order & Customer showed two different ratings across our checks, so the table shows both. Prices and ratings can change, so check each listing before you install.

The apps in detail

The seven auto tagging apps below are ordered by how well they fit most Shopify stores on features, pricing and review evidence.

Leap Auto Tags | All‑in‑1 Tags

Leap Auto Tags | All‑in‑1 Tags by Leapsoft tags orders, customers and products in one app, with unlimited custom workflows built from AND/OR conditions and more than 100 prebuilt workflows. It can run workflows on existing orders, customers or products, and it works with Klaviyo, Subscription and Zapiet. It is Built for Shopify and rated 4.9 from 203 reviews.

Pricing: the free plan is only for trial and development stores. Basic is $8/month (up to 2,000 tags a month, real-time tagging, bulk tagging of past records; not available to Shopify Plus merchants). Professional is $15/month (10,000 tags, dynamic tags, tag expiry, a dedicated queue for long tasks). Business is $30/month (50,000 tags), with an enterprise plan on request. Paid plans have a 14-day free trial.

Best for: live stores that want one tagger for all three record types, backed by a large template library and strong reviews.

Watch out for: live stores pay from the start, dynamic tags and tag expiry need the $15 plan, and the listing is in English only. Bulk cleanup tools such as merging or renaming tags are not listed.

Leap Auto Tags | All‑in‑1 Tags on the Shopify App Store

SC AI Order Taggers

SC AI Order Taggers by Shop Circle is an order tagging app where you can write tag rules in plain language with AI prompts. It backdates tags onto historical orders, assigns QR codes to orders, connects with shipping and fulfilment partners from the Shopify admin, and works with Shopify Flow, Zapiet and, on the Pro plan, Zapier. It is available in 18 languages, Built for Shopify, and rated 4.9 from 220 reviews.

Pricing: free for stores on Shopify's Basic and Grow plans (1 order tagger, 100 order tags, prebuilt taggers, tagging delays, unlimited tag removal). Starter is $5.99/month (10 active taggers, 500 order tags, backdating, automated triggers, QR codes). Growth is $19.99/month (50 taggers, 1K order tags, dynamic tags, tag scheduling, QR code automation). Pro is $49.99/month (100 taggers, 5,000 order tags, personalised onboarding, Zapier). Backdating costs extra: $10 for the first 1K orders then $2 per 1K on Starter, $10 for the first 5K then $2 per 5K on Growth, and $10 for the first 10K then $2 per 10K on Pro. Paid plans have a 7-day free trial.

Best for: stores that mainly tag orders for fulfilment and reporting, and want AI rule setup and many languages.

Watch out for: the app is built around order tags; it lists customer tags and segments but not product tagging. Backdating is billed by usage on top of the plan. One one-star review describes a backdating run that put the wrong tag on about 400 orders, with the fix requiring another paid run.

SC AI Order Taggers on the Shopify App Store

O: Auto Tag Order & Customer

O: Auto Tag Order & Customer by Flowise (its support email and website are on omegatheme.com) adds, removes or delays order, customer and product tags. It offers dynamic tags based on dates, fees and discounts, prebuilt templates, Shopify Flow integration, backdating of past orders, and an AI option where you describe the workflow you want. It is Built for Shopify. The listing showed 4.9 from 85 reviews in September 2026 and a later check showed 4.6 from 87, so check the listing for the current rating.

Pricing: the free plan has unlimited workflows, tags on 100 old orders, and 100 order, 100 customer and 100 product tags a month, with $10 per 1,000 old orders re-processed. Basic is $7.99/month or $67.12/year (1,000 order and 1,000 customer tags, Shopify Flow connector; $8 per 1,000 re-processed orders). Standard is $13.99/month or $117.52/year (unlimited order and customer tags, unlimited tag removals, tagging delays; $7 per 1,000). Pro is $16.99/month or $142.72/year (dynamic tags, Shopify Flow connector, better support; $5 per 1,000). Paid plans have a 7-day free trial.

Best for: budget stores that want unlimited order and customer tags at a low flat price, plus Shopify Flow integration.

Watch out for: re-processing old orders costs extra on every plan, and dynamic tags are only on Pro. Product tags appear on the free plan's list but not on the paid plans' lists, so check product-tagging limits. One one-star review says a pricing change stopped the app until the merchant upgraded; the developer replied that users were emailed in November 2024.

O: Auto Tag Order & Customer on the Shopify App Store

Shopify Flow

Shopify Flow is Shopify's own free automation app, and it can add tags as one step in a wider workflow. It covers marketing, fulfilment, inventory and fraud workflows, with hundreds of templates, custom logic and unlimited actions. It works with tags, metafields, B2B, Slack, Google Sheets, Klaviyo, Asana and Trello, and its listing feature tags include order, customer and product tags, scheduled tasks and multi-store. It is rated 4.7 from 15,366 reviews and shows no Built for Shopify badge.

Pricing: free.

Best for: merchants who want free, built-in automation and are comfortable building tagging workflows themselves.

Watch out for: Shopify Flow is a general workflow builder, not a dedicated tagger. Bulk tagging of past records and tag cleanup are not listed. Several dedicated taggers here connect to Shopify Flow, so you can use both together.

Shopify Flow on the Shopify App Store

SO: Auto Tags | All-in-One

Disclosure: we make this app.

SO: Auto Tags | All-in-One by Miso Apps combines rule-based auto tagging for orders, customers and products with bulk tag editing. You can describe a rule in plain language and AI drafts it, run rules backdated to tag historical records, and bulk add, replace, merge and clean up tags. It has 120+ prebuilt workflows, works with Shopify Flow and Klaviyo, and offers backup and revert of tag changes on the Pro plan. It is rated 5.0 from 3 reviews.

Pricing: the free plan includes unlimited rules, 200 tags a month, 500 bulk and 500 cleaner operations a month, and 10 AI rule generations. Basic is $4.99/month or $49.99/year (check the listing for its limits). Pro is $14.99/month or $144.99/year, with unlimited usage plus backup and revert. Paid plans have a 7-day free trial.

Best for: live stores that want a free plan covering orders, customers and products, and stores that need tag cleanup alongside tagging rules.

Watch out for: three reviews is far less proof than Leap Auto Tags | All‑in‑1 Tags or SC AI Order Taggers. The app is focused on tagging and is not a general workflow builder, and backup and revert are only on Pro.

SO: Auto Tags | All-in-One on the Shopify App Store

Easy Tagging: Bulk & Auto Tags

Easy Tagging: Bulk & Auto Tags by DevCloud LLC tags new orders, customers and products that match a rule, and re-checks tags when an order is paid, fulfilled or edited. Rules can check order totals, SKUs, discount codes, UTM sources, shipping country, fraud risk, inventory, vendor or order history. Bulk runs can tag or untag all existing records, with a preview of matches first and an undo for the tags a run added. It is Built for Shopify and rated 3.9 from 62 reviews.

Pricing: Basic is $4.99/month (2,000 tags a month), Standard $9.99/month (10,000), Advanced $19.99/month (50,000) and Pro $49.99/month (200,000, priority queues, long-running tasks), with an enterprise plan on request. All plans tag orders, products and customers with real-time tagging and scheduled tasks. There is a 15-day free trial and no free plan.

Best for: stores that want to preview and undo bulk runs, and want tags re-checked as orders change.

Watch out for: its rating is the lowest in this group. In the one-star reviews we read, the most common theme is support not responding, and others describe a rule run that got stuck and records tagged twice by mistake. The developer replied to each.

Easy Tagging: Bulk & Auto Tags on the Shopify App Store

TR: Auto Tag Orders, Customers

TR: Auto Tag Orders, Customers by LiteSky LLC tags orders and customers with 70+ prebuilt rules, AND/OR/NOT conditions and dynamic tags from order and line item details. It supports retroactive tagging, bulk tagging by CSV import and draft order tagging, sends email alerts when an order matches a rule, and its tags show in Order Printer. It works with Klaviyo, Order Printer and Recharge. It is rated 4.4 from 34 reviews and is not Built for Shopify.

Pricing: free for up to 50 order and 50 customer tags a month, with CSV add or remove up to 50 rows. Basic is $5/month (1,000 order and customer tags, complex conditions, CSV up to 500 rows, draft order tagging, email alerts). Professional is $10/month (5,000 tags, CSV up to 1,000 rows). Business is $25/month (no monthly limits, CSV up to 2,000 rows). Free, Basic and Professional charge 1¢ per tag over the limit. Paid plans have a 7-day free trial.

Best for: stores that want to tag orders from CSV files or tag draft orders at low cost.

Watch out for: product tagging is not listed, and complex conditions, draft order tagging and email alerts start on the $5 Basic plan.

TR: Auto Tag Orders, Customers on the Shopify App Store

Which one should you pick?

The right auto tagging app depends on which records you tag, your budget and whether you need cleanup or undo:

• One tagger for orders, customers and products, with the most proof: Leap Auto Tags | All‑in‑1 Tags.
• Order tagging for fulfilment and reporting, with AI rules and many languages: SC AI Order Taggers.
• Unlimited order and customer tags at a low flat price: O: Auto Tag Order & Customer on its $13.99/month Standard plan.
• Free automation and you are happy to build workflows yourself: Shopify Flow.
• A free plan on a live store that covers products, or bulk merge and cleanup of existing tags: SO: Auto Tags | All-in-One, accepting that it has only three reviews.
• Preview and undo on bulk runs: Easy Tagging: Bulk & Auto Tags, or SO: Auto Tags | All-in-One on Pro for backup and revert.
• CSV imports or draft order tagging: TR: Auto Tag Orders, Customers.

Frequently asked questions

Is there a free auto tagging app for Shopify?

Shopify Flow is free and can add order, customer and product tags as part of a workflow. Among dedicated taggers, SO: Auto Tags | All-in-One has a free plan with 200 tags a month, O: Auto Tag Order & Customer allows 100 order, 100 customer and 100 product tags a month, and TR: Auto Tag Orders, Customers allows 50 order and 50 customer tags. SC AI Order Taggers is free only for stores on Shopify's Basic and Grow plans, and Leap Auto Tags | All‑in‑1 Tags is free only for trial and development stores.

Can Shopify Flow tag orders automatically?

Shopify Flow can tag orders automatically, and its listing also covers customer and product tags and scheduled tasks. It is a general workflow builder, so you build the tagging logic yourself from templates or custom conditions. Bulk tagging of past records and tag cleanup are not listed, which is where dedicated taggers fill the gap.

Which Shopify tagging apps can tag old orders?

Leap Auto Tags | All‑in‑1 Tags, Easy Tagging: Bulk & Auto Tags, SO: Auto Tags | All-in-One and TR: Auto Tag Orders, Customers all list tagging of existing or historical records. SC AI Order Taggers and O: Auto Tag Order & Customer also backdate, but both charge per batch of re-processed orders on top of the plan. Compare those fees against your order history before you run a large backdate.

Can I undo tags an auto tagging app added by mistake?

Easy Tagging: Bulk & Auto Tags lists an undo for the tags a bulk run added, plus a preview before the run. SO: Auto Tags | All-in-One offers backup and revert of tag changes on its Pro plan. The other apps in this comparison do not list an undo, so test new rules on a small set of records first.

Do auto tagging apps work with Klaviyo?

Leap Auto Tags | All‑in‑1 Tags, SO: Auto Tags | All-in-One, TR: Auto Tag Orders, Customers and Shopify Flow all list Klaviyo among their integrations. That lets you use customer or order tags to build segments for email campaigns. Check each listing for exactly which data is shared.

Next step

The best next step is to shortlist two auto tagging apps from the list above and try each on a free plan or trial. Start with one simple rule, check the tags on a handful of records, and only then run anything on your full order history, especially with apps that bill backdating by usage. If your bigger worry is undoing product edits rather than tags, our guide to Rewind Backups alternatives covers backup and version history apps.