Shopify Metric
Revenue
Transaction Success Rate = Successful Transactions / Total Transaction Attempts x 100
Transaction Success Rate measures the proportion of payment attempts in Shopify that complete successfully, against every attempt that was initiated at checkout. In Shopify terms, it compares successful transactions recorded against orders with the failed, voided, or error transactions captured by Shopify Payments and any third party gateway. It isolates payment reliability from earlier funnel drop off, so a fall here points to gateway or processing problems rather than browsing behaviour.
Full guide: definition, formula, and benchmarksShopifyRevenueTransaction Success Rate
Transaction Success Rate measures the proportion of payment attempts in Shopify that complete successfully, against every attempt that was initiated at checkout. In Shopify terms, it compares successful transactions recorded against orders with the failed, voided, or error transactions captured by Shopify Payments and any third party gateway. It isolates payment reliability from earlier funnel drop off, so a fall here points to gateway or processing problems rather than browsing behaviour.
How to calculate transaction success rate
Why transaction success rate matters for Shopify users
When a shopper has reached the payment step in Shopify they have already cleared the hardest parts of the funnel, so a failed transaction is lost revenue from an intent rich buyer. Even a small dip in success rate translates directly into orders that never settle, and the cause is often invisible without explicit tracking, for example a misconfigured gateway, an aggressive fraud filter, or a card network outage.
Watching this metric lets the team separate a payments problem from a demand problem. If checkout traffic is steady but success rate drops, the fix sits with payment configuration rather than marketing or pricing, and that distinction saves the team from chasing the wrong lever during a revenue dip.
Understand and act on transaction success rate with KPI Tree
Sync your Shopify orders and transactions data into your warehouse and compute Transaction Success Rate in KPI Tree, counting successful transactions against all attempts over the same period. Link it to related metrics in a metric tree so you can see how payment reliability connects to checkout conversion rate and overall order volume, and trace a revenue shortfall back to its true source.
Assign RACI ownership in KPI Tree, usually to the payments or operations lead as accountable with the engineering team responsible for gateway configuration, and set a weekly review cadence. Tighten the cadence to daily during peak trading or after any change to payment providers, so a failing gateway is caught in hours rather than weeks.
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Related Shopify metrics
Checkout Conversion Rate
E-commerceMetric Definition
Checkout Conversion Rate = (Completed Orders / Checkout Starts) × 100
Checkout conversion rate is the percentage of visitors who begin the checkout process and successfully complete a purchase. It isolates conversion performance at the critical final stage of the buying journey.
Cart Conversion Rate
E-commerceMetric Definition
Cart Conversion Rate = (Completed Orders / Sessions with Add-to-Cart) × 100
Cart conversion rate is the percentage of visitors who add items to their cart and subsequently complete a purchase. It isolates the effectiveness of the post-browse, pre-checkout stage of the buying journey.
Checkout Abandonment Rate
E-commerceMetric Definition
Checkout Abandonment Rate = ((Checkout Starts - Completed Orders) / Checkout Starts) × 100
Checkout abandonment rate is the percentage of visitors who initiate the checkout process but leave before completing payment. Unlike cart abandonment, it focuses exclusively on drop-off after the buyer has committed to purchasing.
Average Order Value
E-commerceMetric Definition
AOV = Total Revenue / Number of Orders
Average order value (AOV) is the mean monetary value of each completed order. It captures the combined effect of pricing, bundling, upselling, and promotional strategies on basket size.
Explore transaction success rate across integrations
All Shopify metrics
Average Order ValueCart Abandonment RateCheckout Conversion RateCustomer Acquisition CostCustomer Lifetime ValueCustomer Repeat RateDiscount Usage AnalysisFulfilment SpeedGross Merchandise VolumeInventory TurnoverMarketing Channel AttributionNew vs Returning CustomersOrder FrequencyOrders Per CustomerProduct Performance AnalysisProduct Return RateProfit Margin by ProductRevenue by ChannelRevenue by GeographyRevenue Per VisitorSessions to Purchase RatioShipping Cost AnalysisStore Conversion RateTop Selling Products AnalysisTraffic Source PerformanceAbandoned Cart Recovery RateAverage Product RatingCart Conversion RateCheckout Abandonment RateCollection Performance AnalysisCustomer Cohort AnalysisCustomer Segmentation AnalysisPayment Method DistributionRevenue Growth RateSeasonal Trend AnalysisCohort AnalysisConversion RateCross Sell AnalysisCustomer Churn RateDiscount EffectivenessDraft Order Conversion RateFulfillment Time AnalysisGift Card Utilization RateInventory Turnover RateLocation Based Sales AnalysisPurchase Funnel AnalysisRefund RateRepeat Purchase RateRevenue Per CustomerRFM SegmentationStock Out FrequencyVariant Performance AnalysisEmpower your team to understand and act on Shopify data
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