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Card class: Non-HeroCategory: Ecommerce Platform

At a glance

Order-count split by payment gateway used at checkout. Reads which gateways customers actually picked, in what proportion. The single best diagnostic for fee optimisation, dispute exposure, and Shop Pay adoption.
What it countsGROUP BY paymentGatewayNames.keyword → COUNT(orders). Each order’s paymentGatewayNames array contributes one count to each gateway listed. An order paid in two transactions (gift card + Shop Pay) contributes once to both buckets.
API endpointAdmin GraphQL. Order.paymentGatewayNames (GraphQL [String!]). Gateway labels are normalised by Shopify: shopify_payments, paypal, gift_card, manual, bogus, klarna, afterpay, stripe (rare, only for stores using Stripe outside Shopify Payments), and any custom-built gateway slug.
VAT / tax treatmentNot applicable (count metric).
ShippingNot applicable.
DiscountsNot applicable.
RefundsNot applicable to the count itself; the card counts the checkout-time gateway, not refund flow. A Shop Pay order refunded back to the same card still counts under shopify_payments.
Cancelled / voided ordersIncluded. Cancelled orders still have a paymentGatewayNames because the customer chose a gateway before voiding; this card preserves the choice signal.
CurrencyMulti-currency safe (count, not money). Each gateway count rolls up across all currencies the gateway processed.
Channels / sourcesMostly online. POS orders typically tag shopify_payments (chip-and-PIN through the Shop POS terminal), Buy Button defaults to shopify_payments, and marketplace-channel orders may show external gateway labels (amazon_pay) where supported.
Shopify Payments dominanceOn stores eligible for Shopify Payments (US/UK/AU/EU/CA most categories), Shopify Payments processes 60 to 75% of orders by default, because Shop Pay accelerated checkout funnels traffic into it. Outside-eligible regions (most of South Asia, parts of Africa, anywhere Shopify Payments isn’t live) the gateway split looks completely different.
Test ordersTagged with bogus or manual gateway. Visible in this card unless explicitly filtered. Most production stores have a handful from QA.
Time window30D (default). Gateway adoption shifts slowly; the 30-day view is enough to see Shop Pay or Apple Pay rise after a checkout-tweak experiment.
Alert triggerNone on the card. A sudden gateway-share collapse usually maps to a payment-processor outage; cross-check the gateway’s status page first.
Rolesowner, operations

Calculation

GROUP BY paymentGatewayNames.keyword
  WHERE date BETWEEN [period_start, period_end]

Worked example

A UK DTC apparel brand on Shopify (Advanced plan), Shopify Payments enabled, PayPal Express on, Klarna on for orders over £80. Reporting period: 12 Apr 26 to 11 May 26.
GatewayOrder countShareNotes
shopify_payments (incl. Shop Pay, Apple Pay, Google Pay)4,82070.4%Bulk of online traffic + Shop Pay accelerated checkout
paypal1,14016.7%Older customers, mobile shoppers without saved cards
klarna4126.0%Higher-AOV orders (avg £142 vs store AOV £68)
gift_card2804.1%Plus partial-tender orders combining gift card + card
apple_pay (separate trace, mostly in shopify_payments)911.3%Edge case where Apple Pay routed via external Stripe
manual (cash on delivery, bank transfer)881.3%B2B-tagged orders
bogus (test)150.2%Dev / QA
Total order rows6,846(sums above 100% due to multi-tender)
Five things to notice:
  1. Shopify Payments at 70.4% is healthy for UK Advanced plan stores. Industry benchmark is 65 to 78% on Advanced; 80%+ usually means PayPal isn’t enabled or Shop Pay opt-in is forced. Below 60% suggests checkout friction (PayPal opt-out hidden, Shop Pay button slow to render). The fee implications matter: every order on shopify_payments saves the 0.5% non-Shopify-Payments tariff Shopify levies on competing gateways.
  2. PayPal at 16.7% is structural, not retrievable. PayPal-preferring shoppers are demographically older and mobile-skewed; trying to push them to Shop Pay typically loses the order rather than converting the gateway. Don’t treat PayPal share as a target to reduce, treat it as a captured-segment metric to maintain.
  3. Klarna’s high AOV (£142 vs £68 baseline) is the lever. Klarna users spend 2x the average order. The card surfaces this as a count, but the implication is in the value card. Showing Klarna eligibility earlier in the funnel (PDP, not just at checkout) typically lifts overall AOV by 5 to 12% on stores with significant Klarna share.
  4. The gift_card 4.1% is dual-tender. Most of those 280 orders also paid the balance via Shop Pay or PayPal, so they’re double-counted in the table. The card shows behaviour (“did the customer use a gift card at all?”), not exclusive choice. Stores aggressively running gift-card promos see this share rise mechanically.
  5. The bogus 15 are noise. A QA agency or dev partner running checkout regression tests; should not be treated as production volume. Stores with very high bogus counts (>1%) usually have a misconfigured test gateway live in production, fix before reading any other gateway split.

Sibling cards merchants should reference together

Payment Methods on its own is a snapshot. Pair with these for the full picture:
CardWhy pair it with Payment Methods
Total OrdersThe denominator. Gateway shares only matter against the order base. A 70% Shop Pay share on 100 orders is interesting; on 10,000 orders it’s strategic.
AOVPer-gateway AOV reveals which gateways drive higher-value orders. Klarna and Afterpay AOV is typically 1.5 to 2.5x baseline; Shop Pay AOV is roughly equal to the store average.
Checkout Failure RateA drop in a major gateway share usually means checkout is failing for that gateway specifically. This card surfaces “what’s working”; that one surfaces “what’s failing”.
Conversion RateAdding a new gateway (Apple Pay, Shop Pay, Klarna) typically moves conversion 1 to 4%. The before/after on this card paired with conversion confirms the impact.
stripe.stripe_payment_methodsWhen Stripe is the gateway behind Shopify Payments (true for most US/UK stores), Stripe sees the card-network split (Visa / MC / Amex / etc.). The two cards together give you gateway-share and card-network-share.
paypal.pp_charges_countShould equal the paypal count on this card within ±2%. PayPal-side counts are the system of record; gaps indicate sync lag.
google_analytics.ga_payment_method_breakdownGA4 sees customer-selected payment method via the purchase event’s payment_type parameter. Reconciles roughly with this card; ad-blocker / consent gap applies.
bigcommerce.payment_methodsSame definition. Documentation cross-link.
adobe_commerce.payment_methodsSame definition. Documentation cross-link.

Reconciling against the vendor’s own dashboard

Where to look in Shopify Admin:
Analytics → Reports → “Sales by payment method”
The closest twin in Shopify Admin. Shows revenue per gateway (not just count); set the date range to match this card’s window and the proportions should align order-for-order. Other Shopify Admin views that look similar but are not the same:
  • Settings → Payments: lists the gateways enabled on the store, not their actual usage. Useful for confirming what the customer was offered, not what they picked.
  • Finances → Payouts: Shopify Payments payouts only. Does not include PayPal, Klarna, or external gateways. Useful for cash flow, not gateway share.
  • Orders → All orders → filter by Payment status: an order-level view; reconstructs gateway split by manually counting tagged orders.
Why our number may legitimately differ from Shopify Admin:
ReasonDirectionWhy
Multi-tender ordersOurs higher (sum >100%)An order paid with gift-card + Shop Pay contributes one count to each gateway in our card; Shopify’s “Sales by payment method” report typically attributes the order to the dominant tender (the one carrying the most £).
Time zoneBoundary daysShopify Admin uses store TZ, this card uses UTC.
Cancelled ordersBoth includeBoth include cancelled orders.
Test ordersOurs slightly higherbogus and manual test gateways are not yet filtered.
Gateway label normalisationEitherShopify’s labels can change over time (Shop Pay vs Shopify Payments, Apple Pay nested under Shopify Payments depending on version). The card uses the raw paymentGatewayNames array; Shopify’s report sometimes consolidates.
Sync lagOurs lower for “today”5 to 15 minute index lag.
Shopify Plus B2B EditionEitherB2B Edition orders may use bespoke gateway labels (b2b_credit_terms, manual, custom slugs). These can either appear here or get bucketed as manual depending on configuration.
Cross-connector reconciliation:
CardExpected relationshipWhat causes legitimate divergence
stripe.stripe_charges_countshopify_payments count ≈ Stripe charges (since Stripe processes Shopify Payments under the hood)Stripe sees authorisations and captures separately. A failed-then-retried payment looks like 2 Stripe events but one Shopify order. Expect 5 to 10% gap.
paypal.pp_charges_countpaypal count ≈ PayPal charges countPayPal Express vs PayPal Pro on the same store can both show as paypal here but as different products in PayPal.

Known limitations / merchant FAQs

Why does the chart show more counts than I have orders? Multi-tender orders. An order paid with a gift card and a credit card contributes once to gift_card and once to shopify_payments. The total of all gateway slices can exceed your order count by 5 to 15% on stores with active gift-card programs. This is the right behaviour, the card answers “which gateways did customers actually engage with?”, not “what was the dominant gateway per order?”. Where is Shop Pay in this list? Inside shopify_payments. Shop Pay is an accelerated checkout flow that uses Shopify Payments under the hood; orders pay through shopify_payments regardless of whether the customer clicked the Shop Pay button or filled the regular form. To split Shop Pay specifically, look at the checkoutToken.experience field (Plus only) or use Shopify’s Shop Pay analytics report under Apps. Why is my Apple Pay / Google Pay share so low (or zero)? Same reason: those wallets generally route through shopify_payments and don’t get their own gateway label. If you’re seeing dedicated apple_pay rows, you’re routing Apple Pay through an external gateway (rare in modern setups). For most merchants, “Apple Pay used %” lives inside the Shop Pay metric, accessible through the Shop Pay analytics app, not this card. Should I push customers off PayPal toward Shop Pay? Generally no. PayPal users self-select; pushing them off usually loses the order, not converts the gateway. The correct read of this card is gateway availability health (is each enabled gateway converting at expected share?) not gateway forced-substitution. The exception is when fees materially differ; on small stores under £200K/year revenue, PayPal’s flat fee can be 30 to 50 basis points more expensive than Shop Pay, in which case promoting Shop Pay (without removing PayPal) is the right move. What does manual mean? A merchant-recorded payment that didn’t go through an automated gateway. Common cases: cash on delivery, bank transfer, B2B invoice payment marked paid in admin. Most stores see <1% manual share unless they actively offer those terms (B2B Edition, India COD, EU bank-transfer-friendly categories). Does this card include subscription billings? Yes, every Shopify Subscriptions billing creates a new order with its own paymentGatewayNames. The customer’s saved card pays via whichever gateway tokenised the payment method (almost always shopify_payments). Subscription-heavy stores typically show 80%+ Shopify Payments share because the recurring base reuses the same tokenised payment. Multi-currency stores, does the card aggregate or split by currency? Aggregates. The card is gateway-by-count across all currencies. To see per-currency gateway share (e.g. “Klarna’s share of EUR-denominated orders only”), use Ask Viq with a currency filter. Shopify Plus vs basic plan, behavioural differences? Plus stores can run custom JavaScript in checkout (Checkout Extensions, Shop Functions) which sometimes injects custom gateway slugs. Plus stores using B2B Edition see b2b_credit_terms or similar custom labels. Basic plan stores see only the standard set: shopify_payments, paypal, gift_card, manual, bogus, plus whichever third-party gateways the merchant explicitly enabled. My PayPal share dropped from 18% to 4% overnight, what happened? Three usual causes: (1) PayPal’s risk engine started declining your traffic (an account-health issue requiring a PayPal review), (2) PayPal Express button stopped rendering on the page (a checkout-app conflict; check the live page in incognito), or (3) the customer journey changed (you launched Shop Pay first-touch and customers now click that before scrolling to PayPal). Pull Checkout Failure Rate split by gateway to disambiguate. If failures spiked at the same time, it’s (1); if failures held but share collapsed, it’s (2) or (3). Refresh cadence? Webhook-driven, 5 to 15 minute index lag. The current-day chart fills in throughout the day. B2B vs DTC, how does the gateway split differ? Dramatically. B2B orders often use manual (invoice-pay), b2b_credit_terms, or wire-transfer custom gateways. DTC is dominated by Shopify Payments + PayPal + BNPL. A blended store shows a hybrid that doesn’t represent either segment cleanly; segment by purchasing-entity type for any decision based on this card. Action playbook when a major gateway share drops:
  1. Check the gateway’s status page first. Stripe / PayPal / Klarna outages are public and short-lived; the card recovers automatically.
  2. Test the live checkout in incognito. Confirm each gateway button still renders. Apps (loyalty, upsell, fraud) sometimes break checkout buttons silently after an update.
  3. Look at Checkout Failure Rate split by gateway. A spike in declines on one gateway is a fraud-rule or 3DS-config issue.
  4. Review recent gateway-config changes (Settings → Payments). A merchant turning on 3DS aggressive mode or Klarna eligibility floors silently shifts share.
  5. If nothing on your side changed, contact the gateway. PayPal especially can change risk thresholds without notice and starve your traffic for 24 to 72 hours.

Tracked live in Vortex IQ Nerve Centre

Payment Methods is one of hundreds of KPI pulses Vortex IQ tracks across Shopify and 70+ other ecommerce connectors. Nerve Centre runs the detection layer; Vortex Mind investigates the cause when something moves; Ask Viq lets you interrogate any number in plain English. Start for free or book a demo to see this metric running on your own data.