Shopify Metric
Product
Average Fulfillment Time = Sum of (Fulfillment Timestamp - Order Created Timestamp) / Number of Fulfilled Orders
Fulfillment Time Analysis measures the elapsed time between when a Shopify order is placed and when it is marked as fulfilled, using the order created_at and fulfillment created_at timestamps. It can be broken down by location, fulfilment service, product, or shipping method so you can see where delays build up. The metric is usually expressed as an average or a percentile, since a small number of very slow orders can hide behind a healthy mean.
Full guide: definition, formula, and benchmarksShopifyProductFulfillment Time Analysis
Fulfillment Time Analysis measures the elapsed time between when a Shopify order is placed and when it is marked as fulfilled, using the order created_at and fulfillment created_at timestamps. It can be broken down by location, fulfilment service, product, or shipping method so you can see where delays build up. The metric is usually expressed as an average or a percentile, since a small number of very slow orders can hide behind a healthy mean.
How to calculate fulfillment time analysis
Why fulfillment time analysis matters for Shopify users
In Shopify, fulfilment speed is one of the clearest signals of how well your operations are keeping pace with demand. Slow fulfilment delays delivery, drives up "where is my order" support tickets, and pushes customers towards competitors who ship faster. When a supplier or warehouse starts to slip, the order data shows it before the negative reviews arrive.
Tracking fulfilment time by location and product also tells you where the bottleneck actually sits. A single slow fulfilment service or an out of stock line item can drag your averages down, and breaking the metric out lets you fix the real cause rather than guessing.
Understand and act on fulfillment time analysis with KPI Tree
Sync your Shopify orders and fulfilments into your warehouse and compute Fulfillment Time Analysis in KPI Tree from the order and fulfilment timestamps. Place it in a metric tree alongside checkout conversion and average order value so you can see how operational speed connects to revenue and the wider customer journey.
Assign RACI ownership to your operations or fulfilment lead so there is a clear holder for the number, and set a weekly review cadence to catch supplier and warehouse slippage early. KPI Tree keeps the metric, its owner, and any follow up tasks together so a slow week turns into a tracked action rather than a forgotten note.
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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.
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.
Cart Conversion Rate
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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.
Explore fulfillment time analysis 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 RateGift Card Utilization RateInventory Turnover RateLocation Based Sales AnalysisPurchase Funnel AnalysisRefund RateRepeat Purchase RateRevenue Per CustomerRFM SegmentationStock Out FrequencyTransaction Success RateVariant Performance AnalysisEmpower your team to understand and act on Shopify data
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