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Shopify appwhat they say

CB: Smart Product Descriptions

★★★★★4.5 (27)
$5.90/moAll inclusive
Shopify App Store ↗
what mrrlens sees
MRR · Estimated$167–1k
Opportunity—
Buyer threads · 30 d0
“On July 1st, they installed their app and broke our Javascript on our product pages making our product pages unusable.”
#1 complaint · Bugs/Reliability · 3 of 3 complaints read · analysed Nov 2, 2026 · source

01Revenue

$167–1k

A month · the formula and every input are below

How this range is computed

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

  • reviews: 27
  • 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 13 h ago. Listed since 2019.

02Why users leave CB: Smart Product Descriptions

Bugs/Reliability3 reviews · 3 of 3

Reviewer reports app destroyed Palo Alto theme three times and they stopped using it due to the resulting issue.

“On July 1st, they installed their app and broke our Javascript on our product pages making our product pages unusable.” source ↗

Sample: 3 recent complaints (1–3★ reviews) · clustered Nov 2, 2026 · complaints from Aug 2019–Mar 2022, none in the last 24 months — history, not today · each review labelled by a model, quotes verbatim

03How to build a better CB: Smart Product Descriptions

Build difficultyMediumShopify app review and theme/JavaScript compatibility; no regulation, payments, hardware, or network effects.
Three build ideas that answer these complaintsIncluded in the day pass and Pro.
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04Who wants a better CB: Smart Product Descriptions

0 buyer threads in the last 30 days name CB: Smart Product Descriptions.

05Questions about CB: Smart Product Descriptions

How much revenue does CB: Smart Product Descriptions make?

MRRLens estimates CB: Smart Product Descriptions at $167–1k 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 CB: Smart Product Descriptions?

Across 3 recent complaints, the most common is bugs/reliability (3 of 3). Reviewer reports app destroyed Palo Alto theme three times and they stopped using it due to the resulting issue.

What are the best CB: Smart Product Descriptions alternatives?

The closest alternatives MRRLens found are Tabs + Product Descriptions, FOLDER ‑ Smart Product Tabs and Easy Tabs ‑ Product Tabs. The full list, with why users leave, is on the CB: Smart Product Descriptions alternatives page.

See the full x-ray of CB: Smart Product Descriptions

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