mrrlens
Sign in
Opportunity brief · Oct 30, 2026

Referral Program ‑ Shopjar

Create and launch referral programs in Shopify with the all-in-one Referral and Affiliate Marketing app for Shopify.

Revenue$1k–8kEstimated
OpportunityNot scoredThe revenue range is wider than 3×, too uncertain to rank an opportunity on.
1–2★ ratingsnot publishedcomplaints from Mar 2025–Dec 2025, almost all in the last 24 months
Build difficultyMediumShopify app approval, Klaviyo integration reliability, commission tracking, and affiliate payout data handling.

The pitch, and what the numbers say

Referral Program ‑ Shopjar — Affiliate programs · https://shopjar.co/

Estimated revenue: reviews × installs-per-review × paying share × entry price; every input is on the full x-ray.

Why users leave

The free diagnosis shows the top complaint. The full brief has every cluster, the build ideas and the buyers.

Bugs/Reliability · 2 of 3 of complaints read

Commissions not recorded for days; setup still broken; support brushes off questions then apologizes; Klaviyo integration unreliable with blame shifting.

“They made me look ridiculous in front of all my affiliate customers; for days now, people’s purchase commissions aren’t being recorded.”
+ 1 more complaint cluster, with verbatim quotes — in the full brief

What a challenger would build

3 build ideas, each answering a complaint above — in the full brief

Closest alternatives

Who is buying right now

No public buyer thread in the same market in the last 30 days. The scanner runs every 15 minutes.

Get the full Referral Program ‑ Shopjar brief

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

How to read this

Sources: the product's public listing and reviews, its published price, and public forum threads. Revenue is an estimate unless marked verified by the founder; the formula and its inputs are on the full x-ray. Complaints are grouped by a language model and each quote is a verbatim excerpt, linked to the original review. Build difficulty is a model's reading of the listing and the complaints, not a measurement. Figures are a snapshot of Oct 30, 2026. Corrections: corrections.

Open the full x-ray →