Best auto tagging apps for Shopify in 2026: 7 compared

Auto tagging apps add tags to Shopify orders, customers and products when they match rules you set, so you can filter orders, route fulfilment and segment email without tagging by hand. We compared seven apps on what they tag, how they count tags, what backdating costs and how much review evidence stands behind each one.

Quick answer: Leap Auto Tags | All‑in‑1 Tags is the best pick for most stores, because it tags orders, customers and products in one app and holds a 4.9 rating from about 205 reviews. If you mainly tag orders and want a Built for Shopify app, choose SC AI Order Taggers.

What to look for in an auto tagging app

The most important things to check in an auto tagging app are which records it tags, how it counts tags, and what tagging past records costs. Use these criteria to narrow your shortlist:

• Record types: some apps tag orders, customers and products; others only orders and customers.
• Tag limits: plans cap tags per month, and some charge per extra tag, so match the cap to your order volume.
• Backdating: check whether tagging historical records is included or billed per batch of orders.
• Rule power: look for AND/OR conditions, dynamic tags (tags built from order data) and delayed or scheduled tagging.
• Integrations: Shopify Flow, Klaviyo and Zapier support decide whether tags can trigger the next step.
• Proof: rating, review count and Built for Shopify status show how well an app holds up for other merchants.

Auto tagging apps compared

The seven auto tagging apps below differ most on record types, free plans and how much review history they have.

How we compared: we read each app's Shopify App Store listing in November 2026, and for O: Auto Tag Order & Customer, Leap Auto Tags | All‑in‑1 Tags and AOD Auto Tags Customer & Order we also read some of their lower-star reviews. Some listing details, such as Easy Tagging's star rating and Built for Shopify status for apps other than SC AI Order Taggers, were not available to us, so check the listing. Prices and ratings can change.

The apps in detail

Each auto tagging app below is judged on the same points: what it does well, pricing, who it suits and what to watch out for.

Leap Auto Tags | All‑in‑1 Tags

Leap Auto Tags | All‑in‑1 Tags tags orders, customers and products in one app, with unlimited custom workflows using AND/OR conditions on every plan. It includes real-time tagging, bulk tagging of historical records, more than 100 pre-built workflows and an activity log. It lists integrations with Klaviyo and Zapiet, among others.

Pricing: $8/month for up to 2,000 tags a month, $15/month for up to 10,000 tags plus dynamic tags, tag expiry and a dedicated queue for long tasks, and $30/month for up to 50,000 tags. An enterprise plan is available on request. Each plan has a 14-day free trial.

Best for: stores that need product tagging alongside order and customer tagging, and want an app with a long, strong review record (200 of about 205 reviews are five-star).

Watch out for: there is no free plan, and dynamic tags and tag expiry start at the $15 plan. One review said setup can feel complex.

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

SC AI Order Taggers

SC AI Order Taggers, by Shop Circle, is a Built for Shopify order tagging app with the most reviews in this comparison (4.9 from 220). You can describe an order tag rule in plain language and the AI builds it. It can add, remove and delay tags, backdate tags onto past orders, generate QR codes for orders, connect to shipping and fulfilment partners, and work with Shopify Flow and Zapier.

Pricing: a free plan for stores on Shopify's Basic and Grow plans (1 tagger, 100 order tags). Starter is $5.99/month (10 taggers, 500 order tags), Growth $19.99/month (50 taggers, 1,000 order tags, dynamic tags, tag scheduling) and Pro $49.99/month (100 taggers, 5,000 order tags, Zapier, personalised onboarding). Backdating is billed separately, for example $10 for the first 1,000 orders then $2 per 1,000 on Starter. 7-day free trial on paid plans.

Best for: order-focused stores that want AI rule creation, Built for Shopify status and the deepest review history.

Watch out for: the plans count order tags only, and the listing does not show customer or product tagging limits. Extra tags cost more under its terms, and the free plan is limited to Basic and Grow stores.

SC AI Order Taggers on the Shopify App Store

O: Auto Tag Order & Customer

O: Auto Tag Order & Customer has the most usable free plan among the well-reviewed apps here, with unlimited workflows and 100 order, 100 customer and 100 product tags a month. It can add, remove or delay tags, reprocess old orders, build dynamic tags from dates, fees and discounts, and draft workflows from a description with AI. It connects to Shopify Flow.

Pricing: Free (100 old orders tagged free, then $10 per 1,000). $7.99/month or $67.12/year for 1,000 order and 1,000 customer tags and the Flow connector. Standard at $13.99/month for unlimited order and customer tags and delayed tagging. $16.99/month or $142.72/year adds dynamic tags and better support, with reprocessing at $5 per 1,000 orders. 7-day free trial on the $7.99 and $16.99 plans.

Best for: budget-conscious stores that want a free tier covering all three record types, or unlimited order and customer tags at a mid price.

Watch out for: reprocessing old orders costs extra on every plan, and dynamic tags are only on the top plan. Among the low-star reviews we read, single reviews mentioned tagging delays from a shared processing queue, data checks limited to the past 60 days, and setup that needs technical knowledge.

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

Easy Tagging: Bulk & Auto Tags

Easy Tagging: Bulk & Auto Tags stands out for re-checking tags when an order is paid, fulfilled or edited, or when a product changes. Rules can look at order totals, SKUs, discount codes, UTM source, shipping country, fraud risk, inventory, vendor and a customer's order history. You can preview matches before a bulk run and undo the tags a bulk run added. It also offers AI-generated rules, templates and scheduled rules.

Pricing: $4.99/month for up to 2,000 tags, $9.99/month for 10,000, $19.99/month for 50,000 and $49.99/month for 200,000 with priority queues. All plans tag orders, products and customers. 15-day free trial, no free plan.

Best for: stores whose tags must stay accurate as orders change, and anyone nervous about bulk runs who wants preview and undo.

Watch out for: there is no free plan, and we could not confirm its star rating (it has 62 reviews), so check the listing.

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

SO: Auto Tags | All-in-One

Disclosure: Miso Apps, our sister studio, makes this app.

SO: Auto Tags | All-in-One tags orders, customers and products by rule, and also handles bulk tag maintenance: bulk add, replace, merge and clean up tags. You can describe a rule in plain language and AI drafts it, run backdated jobs on historical records, and start from 120+ prebuilt workflows. It works with Shopify Flow and Klaviyo, and the Pro plan adds backup and revert of tag changes.

Pricing: a free plan with 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, unlimited, with backup and revert. 7-day free trial on paid plans.

Best for: stores that want a free plan covering all three record types, or need to clean up and merge messy existing tags as well as add new ones.

Watch out for: it has very few reviews so far (5.0 from 3), so there is far less proof than for Leap Auto Tags | All‑in‑1 Tags or SC AI Order Taggers. It focuses on tagging and is not a general workflow builder.

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

TR: Auto Tag Orders, Customers

TR: Auto Tag Orders, Customers, by LiteSky LLC, is the only app here that lists draft order tagging and bulk tagging by CSV import. It offers 70+ built-in rules, AND/OR/NOT conditions, dynamic tags from order and line item attributes, retroactive tagging and email alerts for matching orders. It works with Klaviyo, Order Printer and Recharge.

Pricing: Free for up to 50 order and 50 customer tags a month (CSV up to 50 rows). Basic $5/month for 1,000 tags, complex conditions, draft orders and email alerts. $10/month for 5,000 tags, and $25/month with no monthly limits. Extra tags cost 1¢ each over the limit on the lower plans. 7-day free trial on paid plans.

Best for: stores that want CSV bulk tagging, draft order tagging or Order Printer support at a low price.

Watch out for: no product tagging is listed, and complex conditions and draft orders need a paid plan.

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

AOD Auto Tags Customer & Order

AOD Auto Tags Customer & Order, by App on Demands, is a simple order and customer tagger with 60+ rules, automatic tag removal and backdating onto past orders.

Pricing: Free for one tagging rule. $12.99/month for unlimited order tagging rules plus bulk tagging and tag removal on previous orders. No free trial is listed.

Best for: small stores that need one straightforward tagging rule at no cost.

Watch out for: the free plan allows only one rule, and no product tagging is listed. One review said bulk tagging of past customers ran in batches of 300 and needed the browser left open.

AOD Auto Tags Customer & Order on the Shopify App Store

Which one should you pick?

The right auto tagging app depends mostly on which records you tag, your monthly volume and whether you need to fix old tags:

• Orders, customers and products with strong reviews: Leap Auto Tags | All‑in‑1 Tags.
• Mainly orders, with Built for Shopify status and Zapier: SC AI Order Taggers.
• Free plan that tags all three record types: O: Auto Tag Order & Customer (the larger review base) or SO: Auto Tags | All-in-One (unlimited rules and 200 tags a month, but few reviews).
• Cleaning up, merging or replacing existing tags: SO: Auto Tags | All-in-One, or Easy Tagging: Bulk & Auto Tags if you mainly want preview and undo on bulk runs.
• Tags that update when orders are edited or fulfilled: Easy Tagging: Bulk & Auto Tags.
• CSV imports, draft orders or Order Printer: TR: Auto Tag Orders, Customers.
• High volume on a budget: O: Auto Tag Order & Customer Standard ($13.99/month, unlimited order and customer tags), SO: Auto Tags | All-in-One Pro ($14.99/month, unlimited) or TR: Auto Tag Orders, Customers ($25/month, no limits).
• One simple rule, free: AOD Auto Tags Customer & Order.

Frequently asked questions

Is there a free auto tagging app for Shopify?

Yes, several Shopify auto tagging apps have free plans. O: Auto Tag Order & Customer gives 100 order, 100 customer and 100 product tags a month, SO: Auto Tags | All-in-One gives unlimited rules and 200 tags a month, TR: Auto Tag Orders, Customers gives 50 order and 50 customer tags, and AOD Auto Tags Customer & Order allows one rule. SC AI Order Taggers has a free plan only for stores on Shopify's Basic and Grow plans.

Can Shopify tag orders automatically without an app?

Shopify Flow, Shopify's own free automation app, can add tags to orders, customers and products when events happen. Dedicated auto tagging apps add ready-made rules, AI rule drafting and built-in runs over historical records. One review of O: Auto Tag Order & Customer said Flow meant processing past orders by hand in batches, which is a common reason merchants add a dedicated app. Several apps here, including SC AI Order Taggers and O: Auto Tag Order & Customer, also connect to Flow.

Which Shopify auto tagging apps can tag past orders?

All seven apps in this comparison can tag past records in some form, but the cost differs. SC AI Order Taggers bills backdating per batch of orders, and O: Auto Tag Order & Customer charges per 1,000 orders reprocessed after the first 100 free. Leap Auto Tags | All‑in‑1 Tags, Easy Tagging: Bulk & Auto Tags, SO: Auto Tags | All-in-One and TR: Auto Tag Orders, Customers list historical or retroactive tagging within their plans, while AOD Auto Tags Customer & Order needs its paid plan for bulk tagging previous orders.

Which auto tagging apps tag products as well as orders and customers?

Leap Auto Tags | All‑in‑1 Tags, O: Auto Tag Order & Customer, Easy Tagging: Bulk & Auto Tags and SO: Auto Tags | All-in-One list product tagging alongside orders and customers. SC AI Order Taggers, TR: Auto Tag Orders, Customers and AOD Auto Tags Customer & Order focus on orders and customers. If you tag products by vendor, inventory or collection, pick from the first group.

Do auto tagging apps work with Klaviyo?

Leap Auto Tags | All‑in‑1 Tags, TR: Auto Tag Orders, Customers and SO: Auto Tags | All-in-One list Klaviyo among their integrations. Customer tags added by these apps can then be used to build segments in your email tool. For the other apps, check the listing for current integrations.

Next step

The best next step is to shortlist two auto tagging apps and test one real rule in each. Start with the rule you use most (for example tagging wholesale customers or high-value orders), confirm the tag count stays within the plan cap at your monthly order volume, and price any backdating you need before running it on your full history.

If you plan large bulk edits, keep a backup of your store data first; our guide to Rewind Backups alternatives covers the options. Wholesale stores that tag customers for pricing may also find our Wholesale Pricing Discount B2B alternatives comparison useful.