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Shopify appwhat they say

BIRSE

BIRSE: Visual Search

★★★★☆4.4 (14)
Free$5/moLite$20/moBasic$50/moRecommended
Shopify App Store ↗
what mrrlens sees
MRR · Estimated$74–490
Opportunity—
Buyer threads · 30 d0
“am sorry to say that but the app doesn't work just shows different items all the time which makes this option useless in my store.”
#1 complaint · Bugs/Reliability · 1 of 1 complaints read · analysed Nov 1, 2026 · source

01Revenue

$74–490

A month · the formula and every input are below

How this range is computed

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

  • reviews: 14
  • entry price: $5
  • 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 1 d ago. Listed since 2024.

02Why users leave BIRSE

Bugs/Reliability1 review · 1 of 1

Visual search returns unrelated items (dresses, bracelets) for shoe queries, making the option useless in the store.

“am sorry to say that but the app doesn't work just shows different items all the time which makes this option useless in my store.” source ↗

Sample: 1 recent complaint (1–3★ reviews) · clustered Nov 1, 2026 · complaints from Jun 2026–Jun 2026, almost all in the last 24 months · each review labelled by a model, quotes verbatim

03How to build a better BIRSE

Build difficultyMediumVisual search accuracy depends on third-party image recognition APIs and category filtering; no payments, regulation, 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 BIRSE

0 buyer threads in the last 30 days name BIRSE.

05Questions about BIRSE

How much revenue does BIRSE make?

MRRLens estimates BIRSE at $74–490 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 BIRSE?

Across 1 recent complaints, the most common is bugs/reliability (1 of 1). Visual search returns unrelated items (dresses, bracelets) for shoe queries, making the option useless in the store.

What are the best BIRSE alternatives?

The closest alternatives MRRLens found are Agentic AI Search by VisionAI and OneClick Code Search. The full list, with why users leave, is on the BIRSE alternatives page.

See the full x-ray of BIRSE

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