Subscription data from every platform in one unified customer record
Subscription events from Stripe, Recharge, Bold, Chargebee, Recurly, Zuora, and Ordergroove flow into one customer record — so cross-platform subscribers count once and your AI agents read the same state in real time.
The problem
You sell subscriptions on Shopify via Recharge, on your DTC site via Stripe Billing, in your app via Chargebee, and your enterprise tier on Recurly. Each platform shows its own MRR, churn, and customer count. Your customer record has identity resolution but no consolidated subscription data.
The categories of tools that touch this each handle part. Subscription-billing platforms (Stripe Billing, Recharge, Bold Subscriptions, Chargebee, Recurly, Zuora, Ordergroove) run recurring billing and dunning — your subscription data lives inside each platform. Subscription analytics specialists (ChartMogul, Baremetrics, ProfitWell / Paddle Retain, Stripe Analytics, Subscript) ingest from one or two billing platforms (Stripe primary) and provide SaaS-focused analytics, not consolidated multi-platform views. CDPs (Segment, Tealium, mParticle, Klaviyo CDP, Bloomreach) pull subscription events through integrations but they are not the canonical source. Customer analytics platforms (Optimove, BlueShift, Insider, Iterable Insights) model churn and LTV but tie everything to a single-tenant graph. Enterprise customer 360 (Salesforce, Adobe Real-Time CDP) includes subscription data at enterprise scale with 6 to 12 month implementations. DIY SQL costs about $80,000 to $150,000 a year for a data analyst.
The gap is one place where subscription data from every billing platform you use flows in, ties to your unified customer identity, and is exposed as real-time subscription-state events every AI agent in your stack reads.
What success looks like
Pre-built adapters cover the subscription platforms most operators run: Stripe Billing, Recharge (Shopify), Bold Subscriptions, Chargebee, Recurly, Zuora, Ordergroove, Stripe-on-Shopify, Square Subscriptions, and WooCommerce Subscriptions. Custom billing platforms get a productized adapter path.
Every subscription event ties to your unified customer record, so a customer subscribed through Recharge on Shopify and through Stripe Billing on your DTC site counts as one person. Per-vertical schemas cover B2C subscription boxes (Recharge, Bold, Ordergroove), SaaS subscriptions (Stripe Billing, Chargebee, Recurly), and multi-location franchise royalty (Zuora enterprise), plus any custom schema you add.
Subscription-state transitions — activated, paused, resumed, downgraded, upgraded, cancelled, reactivated, payment-failed, dunning-state-changed, trial-converted, trial-ended — fire as events that reach your save-flow scoring, churn prediction, lifecycle email, and predictive tier transition systems in real time. LTV math consumes the subscription data for MRR, ARR, churn rate, predictive LTV, and cohort LTV.
Every event is captured in the customer's history for CCPA, CPRA, and GDPR data subject access response. ChartMogul, Baremetrics, and Stripe Analytics stay useful for analyst exploration. The operational subscription-data layer lives in your unified record.
How most operators solve this today
A few categories of tools touch this problem, but none of them flow subscription data from multiple billing platforms into one unified customer record:
Subscription billing platforms (Stripe Billing, Recharge, Bold Subscriptions, Chargebee, Recurly, Zuora, Ordergroove)
$0 to $200,000+/year
Subscription data lives inside each billing platform. Multi-platform operators get fragmented MRR, churn, and customer-count views.
Subscription analytics specialists (ChartMogul, Baremetrics, ProfitWell / Paddle Retain, Stripe Analytics, Subscript)
$0 to $2,000+/month
Ingest from one or two billing platforms (Stripe primary). SaaS-focused analytics. Not integrated into your broader customer record.
CDPs with subscription data (Segment, Tealium, mParticle, Klaviyo CDP, Bloomreach)
$120 to $50,000+/year
Pull subscription events through integrations. Not the canonical source.
Customer analytics platforms (Optimove, BlueShift, Insider, Iterable Insights)
$30,000 to $150,000+/year
LTV and churn modeling built-in but tied to a single-tenant graph.
Enterprise customer 360 (Salesforce Customer 360, Adobe Real-Time CDP, Oracle Unity, Treasure Data)
$30,000 to $500,000+/year
Subscription data integrated at enterprise scale with 6 to 12 month implementations. Over-built for the operator scale you live at.
Build it in-house
Data analyst + engineer + ongoing platform API maintenance
Cross-platform identity resolution is manual. Subscription-state events are batch-only in most attempts.
What changes when this is an agent skill
Pre-built adapters cover the subscription platforms most operators run: Stripe Billing, Recharge (Shopify), Bold Subscriptions, Chargebee, Recurly, Zuora, Ordergroove, Stripe-on-Shopify, Square Subscriptions, and WooCommerce Subscriptions. Custom billing platforms get a productized adapter path.
Every subscription event ties to your unified customer record, so cross-platform subscribers count once. Per-vertical schemas cover B2C subscription boxes, SaaS subscriptions, and multi-location franchise royalty.
Subscription-state transitions fire as events that reach your save-flow scoring, churn prediction, lifecycle email, and predictive tier transition systems in real time. LTV math consumes the subscription data for MRR, ARR, churn rate, predictive LTV, and cohort LTV.
Every event is captured in the customer's history for CCPA, CPRA, and GDPR data subject access response. ChartMogul, Baremetrics, and Stripe Analytics stay useful for analyst exploration. The operational subscription-data layer lives in your unified record.
Agents that include this skill
Skills live inside agent rentals. To get this skill in production, hire any of the agents below — context-tuning at onboarding is included in the first month.
Customer Data Graph Foundation Agent
Resolves DTC subscriber identity, computes LTV math, and emits the canonical customer-data-graph downstream subscription agents consume.
FAQ
- What does this actually do?
- It pulls subscription data from every billing platform you use (Stripe, Recharge, Bold, Chargebee, Recurly, Zuora, Ordergroove, and others) into one unified customer record. Cross-platform subscribers count once. Subscription-state changes fire as real-time events your AI agents read.
- How is this different from ChartMogul or Baremetrics?
- Subscription analytics specialists ingest from one or two billing platforms (Stripe primary) for SaaS-focused analytics. This ingests from every billing platform you use and exposes the data as a runtime signal every AI agent reads.
- How is this different from Stripe Billing or Chargebee analytics?
- Billing platforms provide analytics on their own subscription data. Multi-platform operators (Stripe + Recharge + Chargebee + Recurly) need one consolidated view. This provides that.
- How is this different from Salesforce Customer 360 or Adobe Real-Time CDP?
- Enterprise customer 360 platforms include subscription data at $30,000 to $500,000+/year with 6 to 12 month implementations. This is purpose-built for multi-location operator scale.
- Which subscription billing platforms are covered?
- Stripe Billing, Recharge (Shopify), Bold Subscriptions, Chargebee, Recurly, Zuora, Ordergroove, Stripe-on-Shopify, Square Subscriptions, WooCommerce Subscriptions, plus any custom platform via the productized adapter path.
- What subscription-state events does it emit?
- Activated, paused, resumed, downgraded, upgraded, cancelled, reactivated, payment-failed, dunning-state-changed, trial-converted, trial-ended.
- How does this work alongside identity resolution and cohort computation?
- Identity resolution unifies the customer across platforms. This brings in their subscription history and state. Cohort computation consumes subscription cohort signals at runtime.
- How does this work alongside LTV math and churn prediction?
- LTV math consumes the subscription data for predictive LTV. Churn prediction consumes subscription-state events for at-risk detection — a payment-failed or dunning-state-changed event triggers save-flow scoring immediately.