Built for how Shopify app developers actually work

One workspace for the whole picture: revenue, retention, listing traffic, App Store position, and the alerts that keep your team ahead of all of it.

Revenue analytics

The full SaaS metrics suite, computed from your raw Shopify Partner API events instead of dashboard exports.

  • MRR and ARR with movement split into new, expansion, contraction, churned and reactivated
  • Gross revenue, net revenue after Shopify's share, and payouts bucketed into real payout windows
  • ARPU and predicted LTV (ARPU ÷ gross subscription churn), guarded against divide-by-zero surprises
  • Trial starts, conversions and conversion rate, with trials kept out of MRR until they pay
  • Discounts measured as the gap between the subscribed price and what was actually charged

Churn & retention

Three churn lenses and cohort retention, all on start-of-period denominators so the rates hold up to scrutiny.

  • Logo, subscription and revenue churn: gross and net, where net can go negative with expansion
  • Cohort retention triangles by first-subscription month, for counts and for revenue (NRR)
  • Optional store-closure exclusion to separate merchant churn from stores simply closing
  • Early plan-switch smoothing so day-one plan optimizing doesn't inflate churn

Listing-traffic insights

Your app listing's GA4 BigQuery export, joined to real subscription outcomes per store.

  • Funnel from listing views to Add-app clicks, installs, trials and paying subscribers
  • Per-source, per-medium and per-campaign breakdowns with store-level drill-down
  • Traffic trends over time and an insights grid across ten attribution dimensions
  • Installs joined to your Partner subscription data by shop (GA4 alone has no subscribe event)

App Store rank tracking

A daily crawl of the public Shopify App Store, indexed into positions you can chart and compare.

  • Category leaderboards refreshed twice a day, keyword rankings crawled daily
  • Follow up to 20 apps, 20 search keywords and 20 categories per workspace
  • Position-over-time charts with shared global history; popular terms come pre-filled
  • Rating and review tracking, Built for Shopify badge and editorial "Featured in" placements
  • Fastest growers, review gainers and losers, and newly launched apps in every category

Slack notifications

Alerts that carry the number, sent where your team already looks.

  • Rule-based alerts on installs, uninstalls, subscriptions, upgrades, downgrades and churn
  • A per-app daily report with headline metrics and day-over-day change in each metric's own unit
  • Messages branded with each app's name and logo, largest app first
  • Test delivery, per-rule pause and resume, and channel choice per rule

Multi-app, multi-org & team

Built for portfolios and teams from day one. Nothing is priced per seat or per app.

  • Unlimited apps and full history on every plan, including Free
  • Organizations keep every dataset isolated; switch between client or company workspaces
  • Unlimited team seats with owner and member roles
  • One-click JSON export of your organization's data. It's yours

Start measuring what grows your apps.

Connect your Shopify Partner account and get your first reports today, free under $1k MRR.

Shopify App Analytics Features · Partner Metrics