Subscriber Journey Explore
Overview
Customer-level lifetime view.
- Grain: 1 row per subscriber
- Purpose: analyze value, behavior, segmentation
When to use
- LTV analysis
- Behavioral segmentation
- Cohort analysis (first subscription month)
- Product affinity analysis
- Identify high-value or at-risk users
Key dimensions & metrics
Field | Description |
|---|---|
Cohort Month | First subscription month |
Is Active Subscriber | Currently active |
Is Churned | No active + has cancelled |
Is Winback | Churned then reactivated |
Is Paused Only | Only paused subs remain |
Behavioral Flags | Ever churned/paused/reactivated |
Active Subscription Count | Current active count |
Cancelled Subscription Count | Total cancelled |
Churn Count | Total cancellations |
LTV Gross Revenue | Lifetime revenue |
LTV Net Revenue | (ChordOMS only) |
LTV Order Count | Total orders |
Avg Order Value | Average across orders |
Days Since First Subscription | Tenure |
Days Since Last Order | Recency |
Primary Product First Subscribed | First product |
Distinct Products Ever | Unique products |
Current Products Subscribed | Active products |
Is Prepaid Subscriber | Customer has ≥1 prepaid (non-gift) subscription. ChordOMS only. |
Is Gift Purchaser | Customer has purchased at least one gift subscription. ChordOMS only — resolved via original order. |
Is Gifted Subscriber | Customer is a recipient of a gift subscription. ChordOMS only. |
Example business questions
- Average LTV by cohort
- % of winback users
- Highest LTV by first product
- Top active customers
Notes & caveats
- One row per customer per provider
- LTV Net Revenue only available for ChordOMS
- Winback = full churn + later reactivation
- Subscriber Category is a current-state snapshot, not lifetime behavior
- Gift/prepaid fields are ChordOMS-only
- Gift Purchaser and Gifted Subscriber can both exist for the same subscription (different users)
- These flags do NOT override Subscriber Category
Glossary
Term | What it Means | How to Interpret / Use | Where You’ll See It in Looker |
|---|---|---|---|
Active Subscription | A subscription that is currently ongoing. Includes both fully active and paused subscriptions. | Use this to understand the current size of your subscriber base. Note that paused users are still counted. | Subscription Metrics Daily (Active Count), Subscriber Journey (Is Active Subscriber), Subscriber Journey Monthly (Is Active Subscriber EOM), Product & Bundle Explores (Active Subscription Count) |
Churn / Churned | A subscription that has been cancelled. Does not include pauses. | Represents true customer loss. Track this to understand retention issues. | Subscription Metrics Daily (Churned Count, Churn Rate), Subscriber Journey (Is Churned, Churn Count), Monthly (Is Churned EOM, Cancellations This Month), Events Enriched (Event Type = canceled), Movements (status_cancelled) |
Winback | A subscriber who cancelled all subscriptions and later returned by subscribing again. | Indicates successful re-engagement after churn. | Subscriber Journey (Is Winback), Subscriber Journey Monthly (Has Reactivated By EOM) |
Reactivation | A previously cancelled subscription that becomes active again (subscription-level). | Measures recovery of churned subscriptions. | Subscription Metrics Daily (Reactivated Count), Movements (status_reactivated), Events Enriched (Event Type = reactivated) |
Net New | Net change in subscriptions: New + Reactivated − Cancelled. | Indicates overall growth vs decline. | Subscription Metrics Daily (Net New Count) |
LTV (Lifetime Value) | Total revenue generated by a subscriber across all subscription orders. | Use to understand customer value over time and compare cohorts or segments. | Subscriber Journey (LTV Gross / Net Revenue), Subscriber Journey Monthly (LTV Gross Revenue EOM) |
EOM (End of Month) | Metrics calculated as of the last day of a month. | Used for consistent month-over-month comparisons (retention, LTV growth). | Subscriber Journey Monthly (all EOM fields like Active EOM, LTV EOM) |
Solo Subscription | A subscription that contains only one product. | Helps identify products that perform well individually. | Subscription Product Metrics Daily (Solo Subscription Count) |
Bundle | A subscription that contains two or more products. | Useful for analyzing product combinations and cross-sell behavior. | Product Metrics (Bundle Subscription Count), Bundle Metrics Daily (all bundle fields) |
Movement | Any change in a subscription’s state (created, cancelled, paused, resumed, reactivated, quantity/price change). | Use to understand operational changes and trends in subscriptions. | Subscription Movements Daily (Movement Type, Category), Events Enriched (Event Type) |
Provider | The system managing subscriptions (Recharge, ChordOMS, CustomOMS). | Important context — data availability and detail vary by provider, which affects analysis. | All Explores (Provider filter present everywhere) |