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Shopify appwhat they say

AI Product Bundle Builder

Create mix & match, build your box & volume discount bundles on Shopify. Built for Shopify certified, free plan, and we help you set up your first bundle.

★★★★★4.9 (40)
Free$5.99/moStarter Plan$14.99/moPro Plan$49.99/moAdvance Plan
Website ↗ Shopify App Store ↗
what mrrlens sees
MRR · Estimated$252–2k
Opportunity—
Buyer threads · 30 d0
“This app does not allow you to use more than 1 variant of a product.”
#1 complaint · Missing Feature · 1 of 1 complaints read · analysed Nov 2, 2026 · source

01Revenue

$252–2k

A month · the formula and every input are below

How this range is computed

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

  • reviews: 40
  • 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 3 h ago. Listed since 2020.

02Why users leave AI Product Bundle Builder

Missing Feature1 review · 1 of 1

App cannot bundle more than one variant of a product, blocking size combinations like large shorts with extra-large top.

“This app does not allow you to use more than 1 variant of a product.” source ↗

Sample: 1 recent complaint (1–3★ reviews) · clustered Nov 2, 2026 · complaints from Jun 2020–Jun 2020, none in the last 24 months — history, not today · each review labelled by a model, quotes verbatim

03How to build a better AI Product Bundle Builder

Build difficultyMediumShopify app APIs, cart and variant bundle logic, platform approval; no payments, hardware, or regulation.
Three build ideas that answer these complaintsIncluded in the day pass and Pro.
Unlock

04Who wants a better AI Product Bundle Builder

0 buyer threads in the last 30 days name AI Product Bundle Builder.

05Questions about AI Product Bundle Builder

How much revenue does AI Product Bundle Builder make?

MRRLens estimates AI Product Bundle Builder at $252–2k 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 AI Product Bundle Builder?

Across 1 recent complaints, the most common is missing feature (1 of 1). App cannot bundle more than one variant of a product, blocking size combinations like large shorts with extra-large top.

What are the best AI Product Bundle Builder alternatives?

The closest alternatives MRRLens found are Rumi Bundles CartDrawer Free, FoxSell Bundle Builder and Amplify. The full list, with why users leave, is on the AI Product Bundle Builder alternatives page.

See the full x-ray of AI Product Bundle Builder

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