E-commerce Medium 2,000/mo

Subscription Revenue Analytics

Track MRR, churn, LTV, and cohort performance for your e-commerce subscription products. Know exactly which subscription plans grow revenue and which ones leak money.

AnalyticsSubscription
MRR Potential
$10K–$35K
Time to MVP
6–8 weeks
Search Volume
2,000/mo
Market Size
$720M

The Problem

Subscription e-commerce brands lack SaaS-style metrics. Stripe and ReCharge show basic revenue but not cohort analysis, LTV predictions, or churn breakdowns by reason. Brands don't know their payback period or which acquisition channels produce the highest-LTV subscribers. Finance teams build monthly reports manually in spreadsheets.

The Solution

Subscription analytics platform purpose-built for physical product subscriptions that calculates MRR, churn rate, LTV, cohort retention curves, and payback period — giving subscription brands the same analytics SaaS companies use to optimize growth.

Target Audience

E-commerce brands with subscription products wanting to understand churn and retention, DTC companies running replenishment or curation subscriptions, and CMOs who need subscription KPIs for board reporting

Key Features

1
MRR dashboard with growth, churn, expansion, and contraction breakdown
2
Cohort retention curves showing how subscriber groups perform over time
3
Customer lifetime value prediction by acquisition channel and plan type
4
Churn analysis segmented by cancellation reason, plan, and tenure
5
Payback period calculation showing when subscribers become profitable
6
Automated board-ready reports with key subscription health metrics

Market Opportunity

Market Size
$720M — Subscription analytics within broader $12B business intelligence market
Monthly Searches
2,000/mo
MRR Potential
$10K–$35K
Why Now?

Physical product subscriptions are booming — subscription e-commerce grew 41% in 2024. Brands need data-driven churn reduction. Investors and boards demand SaaS-style reporting from subscription brands. No tool bridges the gap between SaaS analytics and e-commerce subscriptions.

Revenue Model

$49/mo (up to 1,000 active subscribers), $99/mo (up to 5,000 + cohort analysis), $199/mo (up to 25,000 + LTV prediction + reports), $399/mo (unlimited + API + custom dashboards). Annual: 20% discount.

Competitive Landscape

ChartMogul

SaaS subscription analytics. $100+/mo, designed for software subscriptions not physical products

Baremetrics

SaaS metrics dashboard. $108+/mo, Stripe-focused, no physical subscription features

ReCharge Analytics

Built into ReCharge. Basic metrics only, no cohort analysis, no LTV prediction

Spreadsheets

Free but manual, 10+ hours/month for accurate reporting, formula errors create wrong decisions

Recommended Tech Stack

Next.jsNode.jsPostgreSQLStripe APIReCharge APIShopify APIRedisStripe

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