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Shopify appwhat they say

Snowball

Snowball: Affiliate Marketing

★★★★★4.6 (211)
$249/moSnow Day$899/moBlizzard
Website ↗ Shopify App Store ↗
what mrrlens sees
MRR · Estimated$55k–368k
Opportunity—
Buyer threads · 30 d0
“Very frustrating experience, constantly uncovering bugs, lack of required features and over attribution.”
#1 complaint · Bugs/Reliability · 40% of complaints read · analysed Nov 1, 2026 · source

01Revenue

$55k–368k

A month · the formula and every input are below

How this range is computed

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

  • reviews: 211
  • entry price: $249
  • 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 19 h ago. Listed since 2020.

02Why users leave Snowball

5★91%
4★4%
3★2%
2★1%
1★2%
Bugs/Reliability4 reviews · 40%

Users report constant bugs, missing required features, over-attribution of non-affiliate sales, and manual, time-intensive workflows.

“Very frustrating experience, constantly uncovering bugs, lack of required features and over attribution.” source ↗
3 more complaints, with verbatim quotesIncluded in the day pass and Pro.
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Sample: 10 recent complaints (1–3★ reviews) · clustered Nov 1, 2026 · complaints from Jun 2023–Sep 2026, 80% in the last 24 months · each review labelled by a model, quotes verbatim

03How to build a better Snowball

Build difficultyMediumAttribution accuracy, Shopify integration, fraud detection, subscription billing, and platform approval create moderate build and trust burden.
Three build ideas that answer these complaintsIncluded in the day pass and Pro.
Unlock

04Who wants a better Snowball

0 buyer threads in the last 30 days name Snowball.

05Questions about Snowball

How much revenue does Snowball make?

MRRLens estimates Snowball at $55k–368k 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 Snowball?

Across 10 recent complaints, the most common is bugs/reliability (40%). Users report constant bugs, missing required features, over-attribution of non-affiliate sales, and manual, time-intensive workflows.

What are the best Snowball alternatives?

The closest alternatives MRRLens found are LeadDyno Affiliate Marketing, Kickbooster Affiliate Programs and BUZZ Affiliate Marketing. The full list, with why users leave, is on the Snowball alternatives page.

See the full x-ray of Snowball

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