Sales LTV Report

Track the lifetime value of sales cohorts from their initial order date, measuring how each group of sales performs over time.

The Sales LTV Report tracks the lifetime value of sales cohorts based on their original order date. While structurally similar to the Subscriptions LTV Report, this report groups all non-declined sale and captured authorization transactions by the date the sale was originally placed — giving you a time-based view of how each wave of sales performs as it matures. Use this report to compare the long-term value of sales made during different periods, campaigns, or seasons.

What This Report Includes

This report covers all non-declined sale and captured authorization transactions, grouped by the original order date. Every renewal, adjustment, and cost associated with a sale cohort is tracked back to the date the initial sale occurred.

Transactions Included:

  • All non-declined sale and capture transactions with a completion date
  • Looks at the transaction's line items
  • All billing cycles and renewals are tracked back to the original order cohort
  • Test orders are excluded
  • Date range is based on Sale Date (the date the primary offer was ordered — upsells are grouped with their parent offer's order date)

Why This Matters: Grouping by sale date lets you see how the value of each acquisition wave unfolds over time. This is essential for attributing lifetime value back to the marketing efforts, seasonal trends, or promotions that drove each group of sales.

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Revenue calculations depend on your Company Profile settings for shipping and tax inclusion.

Prerequisites

For complete data in this report:

  • Upsell tracking — For upsell-related metrics, upsell data must be implemented following the Upsell Reporting Guide
  • Cost configuration — For profitability metrics, costs must be configured. Learn how to set up fees here

Report Metrics

Orders

The total count of unique orders in the cohort. This is the base population for per-order calculations throughout the report.

Customers

The total count of unique customers who placed orders in the cohort.

New Customers

The count of orders where the customer's first-ever successful transaction occurred during this cohort period. These represent true new customer acquisitions.

New Customer %

The percentage of orders that were from new customers. Calculated as New Customers divided by Orders.

Offers

The count of initial (non-upsell) offers on first-cycle transactions in the cohort. These are the primary products customers purchased at checkout.

Offers Per Order

The average number of initial offers per order. Calculated as Offers divided by Orders.

Initial Cart Gross Product Revenue

The total product price for initial (non-upsell) offers before any discounts or rewards are applied.

Initial Cart Discounts

The total discount amount applied to initial cart offers.

Initial Cart Rewards

The total rewards or store credit applied to initial cart offers.

Initial Cart Shipping

The total shipping charges on initial cart offers.

Initial Cart Tax

The total tax collected on initial cart offers.

Initial Cart Revenue

The net revenue from initial cart offers after discounts and rewards, with shipping and tax included based on your company revenue settings.

Average Initial Cart Revenue

The average initial cart revenue per order. Calculated as Initial Cart Revenue divided by Orders.

Upsells

The count of upsell offers accepted on first-cycle transactions. These are additional products customers added after the primary purchase.

Upsell Rate

The percentage of orders that included at least one upsell. Calculated as Upsells divided by Orders.

Upsells Per Order

The average number of upsell offers per order. Calculated as Upsells divided by Orders.

Upsell Gross Product Revenue

The total product price for upsell offers before discounts or rewards.

Upsell Discounts

The total discount amount applied to upsell offers.

Upsell Rewards

The total rewards or store credit applied to upsell offers.

Upsell Shipping

The total shipping charges on upsell offers.

Upsell Tax

The total tax collected on upsell offers.

Upsell Revenue

The net revenue from upsell offers after discounts and rewards, with shipping and tax included based on your company revenue settings.

Total Cart Offers

The total count of all first-cycle offers (initial + upsells) in the cohort.

Total Cart Offers Per Order

The average number of total cart offers per order. Calculated as Total Cart Offers divided by Orders.

Total Cart Gross Product Revenue

The combined gross product revenue from all first-cycle offers (initial + upsells) before discounts or rewards.

Total Cart Discounts

The combined discount amount applied across all first-cycle offers.

Total Cart Rewards

The combined rewards or store credit applied across all first-cycle offers.

Total Cart Shipping

The combined shipping charges across all first-cycle offers.

Total Cart Tax

The combined tax collected across all first-cycle offers.

Total Cart Revenue

The combined net revenue from all first-cycle offers after discounts and rewards, with shipping and tax included based on your company revenue settings.

Total Average Cart Revenue

The average total cart revenue per order. Calculated as Total Cart Revenue divided by Orders.

Subscriptions

The count of recurring subscription offers in the cohort. Only offers flagged as recurring are counted.

Active

The count of subscriptions from the cohort that are currently in an active status.

Retention Rate

The percentage of subscriptions that remain active. Calculated as Active divided by Subscriptions.

First Renewals

The count of subscriptions that successfully completed their first renewal (cycle 2). This is the strongest early predictor of long-term value.

First Renewal Rate

The percentage of subscriptions that completed their first renewal. Calculated as First Renewals divided by Subscriptions.

Average Renewal Cycle

The average number of successful renewal cycles across subscriptions in the cohort. Higher values indicate subscribers are staying longer.

Renewal Revenue

The total revenue generated from renewal transactions (cycle 2+) for the cohort's subscriptions, after discounts and rewards.

Average Renewal Revenue

The average renewal revenue per order. Calculated as Renewal Revenue divided by Orders.

Total Offers and Renewals

The total count of all successful transactions (initial + renewals) across the cohort's lifetime.

Total Revenue

The combined revenue from all transactions (initial cart + renewals) across the cohort's entire lifetime, after discounts and rewards.

Average Total Revenue

The average total lifetime revenue per order. Calculated as Total Revenue divided by Orders.

Average Total Revenue Per Customer

The average total lifetime revenue per unique customer. Calculated as Total Revenue divided by Customers.

Adjustments

The combined dollar value of all refunds, voids, chargebacks, and alerts applied to the cohort's transactions.

Adjustment Rate

The percentage of total revenue lost to adjustments. Calculated as Adjustments divided by Total Revenue.

Refunds

The count of refund transactions applied to the cohort.

Offer Refund Rate

The percentage of total offers and renewals that resulted in a refund. Calculated as Refunds divided by Total Offers and Renewals.

Refunded Revenue

The dollar value of refunds issued against the cohort's transactions.

Refunded Revenue Rate

The percentage of total revenue that was refunded. Calculated as Refunded Revenue divided by Total Revenue.

Voids

The count of void transactions applied to the cohort.

Offer Void Rate

The percentage of total offers and renewals that were voided. Calculated as Voids divided by Total Offers and Renewals.

Voided Revenue

The dollar value of voided transactions.

Void Revenue Rate

The percentage of total revenue that was voided. Calculated as Voided Revenue divided by Total Revenue.

Chargebacks

The count of chargeback transactions applied to the cohort.

Offer Chargeback Rate

The percentage of total offers and renewals that resulted in a chargeback. Calculated as Chargebacks divided by Total Offers and Renewals.

Chargeback Revenue

The dollar value of chargeback transactions.

Chargeback Revenue Rate

The percentage of total revenue lost to chargebacks. Calculated as Chargeback Revenue divided by Total Revenue.

Alerts

The count of alert transactions applied to the cohort.

Offer Alert Rate

The percentage of total offers and renewals that triggered an alert. Calculated as Alerts divided by Total Offers and Renewals.

Alert Revenue

The dollar value of alert transactions.

Alert Revenue Rate

The percentage of total revenue associated with alerts. Calculated as Alert Revenue divided by Total Revenue.

Net Revenue

Total revenue minus all adjustments. This is the revenue you actually retained from the cohort.

Cost of Revenue

All costs associated with serving the cohort, combining COGS, ad spend, chargeback fees, alert fees, and processing fees.

Cost of Goods Sold

Direct product costs for items sold in the cohort, based on cost values configured on your items and products.

Ad Spend

Marketing and customer acquisition costs attributed to the cohort's transactions.

Ad Spend Rate

The percentage of total revenue spent on advertising. Calculated as Ad Spend divided by Total Revenue.

Chargeback Fees

Processor fees incurred from chargebacks, based on the chargeback fee configured on your merchant accounts.

Chargeback Fees Rate

The percentage of total revenue consumed by chargeback fees. Calculated as Chargeback Fees divided by Total Revenue.

Alert Fees

Fees from chargeback alert services, based on the alert fee configured on your merchant accounts.

Alert Fees Rate

The percentage of total revenue consumed by alert fees. Calculated as Alert Fees divided by Total Revenue.

Processing Fees

Payment gateway and processor fees charged on the cohort's transactions.

Processing Fees Rate

The percentage of total revenue consumed by processing fees. Calculated as Processing Fees divided by Total Revenue.

Profit

Net revenue minus cost of revenue. The true bottom-line value generated by each sales cohort.

Profit Margin

Profit as a percentage of total revenue. This tells you how much of every dollar collected converts to actual profit.

Profit Per Order

Profit divided by total orders. Use this to compare the profitability of cohorts of different sizes.

Profit Per Customer

Profit divided by unique customers.

Tax Collected

Total tax collected on the cohort's transactions.

Gift Cards Applied

The total value of gift cards redeemed against the cohort's transactions.

Processed

The total dollar amount processed through payment gateways for the cohort, including product price, shipping, and tax minus discounts, rewards, and gift cards.


Available Dimensions

Use these dimensions to slice and filter your Sales LTV data for deeper analysis.

DimensionDescription
Sale DateThe date of the initial sale
Sale HourHour of day when the sale occurred (0–23)
Sale Day Of WeekDay of the week the sale occurred
Sale WeekISO week number of the sale
Sale MonthMonth and year of the sale
Sale YearYear the sale occurred
Customer IDThe customer's ID in the system
Customer EmailThe customer's email address
Customer NameThe customer's full name
Customer InformationCombined customer details (name, email, phone) for searching
ConnectionThe connection (CRM instance) associated with the customer
Order IDThe unique order identifier
Order Offer IDThe unique identifier for a specific offer within an order
Current Renewal CycleThe current billing cycle number for the subscription
Transaction CycleThe billing cycle of the transaction
Offer StatusThe current status of the offer
Connection Offer StatusThe offer status as defined by the connection
Subscription Billing StatusCurrent billing status of the subscription
Days To CancelNumber of days between subscription creation and cancellation
Is New SubscriptionWhether this is a brand-new subscription
Is BlacklistWhether the customer is on the blacklist
Is GiftWhether the order was marked as a gift
OfferThe offer associated with the subscription
Offer NameDisplay name of the offer
Offer CodeThe unique offer code
Primary Offer CategoryPrimary category assigned to the offer
Secondary Offer CategorySecondary category assigned to the offer
CampaignThe campaign associated with the order
Primary Campaign CategoryPrimary category assigned to the campaign
Secondary Campaign CategorySecondary category assigned to the campaign
Charge FrequencyHow often the subscription is billed
Shipping FrequencyHow often shipments are sent
Is Prepaid OfferWhether the offer is a prepaid subscription
Discount CodeDiscount or coupon code applied to the order
Discount NameDisplay name of the applied discount
Discount CategoryCategory of the applied discount
ItemThe item associated with the offer
Parent OfferThe parent offer if this is a child/variant offer
Parent Offer NameDisplay name of the parent offer
Parent Offer CodeUnique code of the parent offer
Parent Offer Primary CategoryPrimary category of the parent offer
Parent Offer Secondary CategorySecondary category of the parent offer
Is UpsellWhether this offer was purchased as an upsell
Has UpsellWhether this order had any upsell attempts
Upsell PathThe sequence of upsell offers presented during checkout
MerchantThe merchant account used for processing
Merchant GroupThe merchant group the merchant belongs to
Merchant MCC CodeThe merchant category code
Primary Merchant CategoryPrimary category assigned to the merchant
Secondary Merchant CategorySecondary category assigned to the merchant
ProcessorThe payment processor used
Card Bin NumberFirst six digits of the card number identifying the issuing bank
Card TypeCard brand (e.g., Visa, Mastercard, Amex)
Card IssuerThe bank or institution that issued the card
Card CategoryCategory of the card (e.g., Consumer, Business)
Card CountryCountry where the card was issued
Is Prepaid CardWhether the card is a prepaid card
CurrencyThe transaction currency
Ship CountryShipping destination country
Ship StateShipping destination state or province

Key Business Insights

  1. Sale date cohorts enable true marketing attribution. Because every future renewal and adjustment maps back to the original sale date, you can calculate the exact long-term ROI of campaigns, promotions, or product launches that drove sales during a specific period.

  2. First renewal rate is the early warning system. If a recent cohort has a significantly lower first renewal rate than historical averages, investigate immediately — you have a narrow window to intervene before the cohort's lifetime value permanently suffers.

3 Profit margin matters more than revenue. A cohort with $100,000 in revenue but 5% margins is less valuable than a cohort with $50,000 in revenue and 40% margins. Always evaluate profitability, not just top-line performance.

4 Net Revenue Per Subscription normalizes for cohort size. When comparing cohorts from a busy holiday season against a quiet month, raw revenue numbers are misleading. Per-subscription metrics let you make apples-to-apples comparisons.


Optimization Strategies

Attribute LTV Back to Acquisition Source Correlate sale date cohorts with the marketing campaigns running during those periods. Over time, you'll build a clear picture of which channels and strategies produce the highest-LTV customers — not just the cheapest leads.

Optimize Early Lifecycle Engagement The first 30-60 days after a sale determine most of a cohort's long-term trajectory. Invest in onboarding sequences, early product education, and proactive customer support to maximize first renewal rates.

Balance Discounts Against Long-Term Value Heavy introductory discounts drive volume but often attract price-sensitive customers who churn faster. Use this report to compare discount-heavy cohorts against full-price cohorts on retention and profit margin, not just initial conversion.

Minimize Revenue Leakage Track adjustment rates across cohorts and investigate any that exceed your baseline. Reduce chargebacks through better billing practices, minimize refunds through improved product quality and expectations-setting, and resolve alerts promptly to prevent escalation.


Pro Tips

  1. Allow cohorts to mature before drawing conclusions. A 3-month-old cohort will always look worse than a 12-month-old cohort on cumulative metrics. Compare cohorts at the same age (e.g., both at their 6-month mark) for valid comparisons.

  2. Use hidden columns to investigate specific performance areas. The default view prioritizes the most important metrics, but enabling additional columns like individual fee breakdowns provides the detail needed for targeted optimization.

  3. Monitor Profit Per Order trends over time. If this metric is declining across cohorts, either your costs are rising, your retention is weakening, or your revenue per transaction is shrinking — each requiring a different strategic response.

  4. Pair with the Net Subscriptions Report for a complete picture. The Net Subscriptions Report tells you whether your subscriber base is growing; this report tells you what that growth (or contraction) is worth in real dollars.


Frequently Asked Questions

Q: How does this report differ from the Subscriptions LTV Report? A: Both reports track lifetime value with similar metrics, but they group data differently. The Subscriptions LTV Report groups subscriptions by their subscription order date, while the Sales LTV Report groups by the original sale date. In most cases these dates are the same, but they can differ in scenarios where subscription creation is decoupled from the initial sale event. The Sales LTV Report gives you a sales-event-centric view that's ideal for marketing attribution.

Q: What types of transactions are included? A: This report includes all non-declined sale and captured authorization transactions. Declined transactions are excluded to ensure revenue and performance metrics reflect actual business outcomes.

Q: Can I use this report for one-time sales, or is it subscriptions only? A: This report tracks all sales including both recurring subscriptions and one-time purchases, provided they meet the transaction type criteria. However, lifetime value metrics are most meaningful for recurring sales where subscriptions renew over time.