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Shopify appwhat they say

SC AI Order Taggers

Add, remove, delay or backdate order tags to seamlessly automate order management with AI tags & rules.

★★★★★4.9 (220)
Free$5.99/moStarter$19.99/moGrowth$49.99/moPro
Website ↗ Shopify App Store ↗
what mrrlens sees
MRR · Estimated$1k–9k
Opportunity—
Buyer threads · 30 d0
“ran a backdating job, and the system incorrectly applied the wrong tag to almost 400 orders.”
#1 complaint · Bugs/Reliability · 2 of 4 complaints read · analysed Nov 1, 2026 · source

01Revenue

$1k–9k

A month · the formula and every input are below

How this range is computed

reviews × installs-per-review × paying share × entry price

  • reviews: 220
  • entry price: $6
  • 7–20 active installs per published review (measured: median 12 on the 20 most-installed apps)
  • 15%–35% of installs on a paid plan

A range from public signals and the listed price, not a claim about the company’s books. Methodology.

Store data from the Shopify App Store listing, refreshed daily. Updated 4 d ago. Listed since 2016.

02Why users leave SC AI Order Taggers

5★95%
4★3%
3★0%
2★0%
1★1%
Bugs/Reliability2 reviews · 2 of 4

Backdating job applied wrong tag to almost 400 orders; support declined to fix and suggested another paid backdating run.

“ran a backdating job, and the system incorrectly applied the wrong tag to almost 400 orders.” source ↗
2 more complaints, with verbatim quotesIncluded in the day pass and Pro.
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Sample: 4 recent complaints (1–3★ reviews) · clustered Nov 1, 2026 · complaints from Apr 2020–Nov 2025, 50% in the last 24 months · each review labelled by a model, quotes verbatim

03How to build a better SC AI Order Taggers

Build difficultyMediumRequires Shopify API integration, reliable bulk tag jobs, and support; no payments, regulation, or hardware.
Three build ideas that answer these complaintsIncluded in the day pass and Pro.
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04Who wants a better SC AI Order Taggers

0 buyer threads in the last 30 days name SC AI Order Taggers, and 1 more is in the same market.

05Questions about SC AI Order Taggers

How much revenue does SC AI Order Taggers make?

MRRLens estimates SC AI Order Taggers at $1k–9k a month (low confidence). The range comes from public signals (reviews × installs-per-review × paying share × entry price), not from the company's books; the formula and its inputs are shown on this page.

What do users complain about most in SC AI Order Taggers?

Across 4 recent complaints, the most common is bugs/reliability (2 of 4). Backdating job applied wrong tag to almost 400 orders; support declined to fix and suggested another paid backdating run.

What are the best SC AI Order Taggers alternatives?

The closest alternatives MRRLens found are O: Auto Tag Order & Customer, AOD Auto Tags Customer & Order and Tagit. The full list, with why users leave, is on the SC AI Order Taggers alternatives page.

See the full x-ray of SC AI Order Taggers

Full 1-star breakdown with verbatim quotes, the build blueprint and every live thread — on every product.