through your AI agent.
stock-velocity-report Read-only: calculates days-of-supply and sell-through rate per SKU and location for replenishment planning.
page-content-audit Read-only: lists all pages and blog posts, flags empty or short content and missing SEO fields.
inventory-transfer-between-locations Moves inventory units from one location to another by decrementing the source and incrementing the destination.
top-product-performance Rank products by revenue, units sold, and refund rate over a date range by aggregating order line items.
refund-and-reorder Process a full or partial refund on an order and optionally create a replacement draft order for the customer.
repeat-purchase-rate Read-only: calculates what percentage of customers place 2+ orders within N days, segmented by product or collection.
wismo-bulk-status-report Identify orders at risk of generating WISMO support tickets: shipped orders with stale tracking, and unfulfilled orders past their SLA window.
customer-cohort-analysis Read-only: groups customers by first-purchase month and tracks repeat purchase rate and revenue per cohort.
return-reason-analysis Read-only: aggregates return reasons across orders to identify product quality or listing issues.
order-hold-and-release Place or release fulfillment holds on open orders in batch — with a stated reason and optional expiry date.
inventory-adjustment Apply inventory quantity adjustments to specific variants at specific locations — after a cycle count, 3PL return batch, or sync discrepancy correction.
order-notes-and-attributes-report Read-only: extracts and tabulates order notes and custom attributes for ops review of gift messages and special instructions.
bulk-price-adjustment Query products by collection or tag and update all variant prices by a percentage or fixed amount, with optional floor/ceiling constraints.
loyalty-segment-export Identify high-LTV customers by order count and lifetime spend, tag them, and export a loyalty-ready contact list.
draft-order-cleanup Finds stale draft orders older than N days and optionally deletes them to reduce admin clutter.
collection-reorganization Reorder products in a manual Shopify collection by inventory level, moving in-stock products to the top and out-of-stock to the bottom.
multi-location-inventory-audit Audit inventory levels across all active locations, flagging variants where Available quantity is negative or Committed exceeds On Hand — a signal of inventory sync drift.
seo-metadata-audit Read-only: scans products, collections, and pages for missing SEO titles or meta descriptions.
checkout-abandonment-report Aggregate abandoned checkout data for a time range, broken down by cart value bucket and hour of day (UTC).
publication-channel-audit Read-only: shows which products are published to which sales channels and flags unpublished active products.
cancel-and-restock Cancel an unfulfilled order, optionally restock inventory, and optionally notify the customer — all in a single validated workflow.
address-correction Update the shipping address on an unfulfilled order before it ships.
url-redirect-audit Read-only: lists all URL redirects, flags redirect chains (A→B→C) and duplicate targets.
bulk-fulfillment-creation Batch-fulfill open fulfillment orders with tracking numbers. Supports partial fulfillment and customer notification toggle.
average-order-value-trends Read-only: tracks AOV over time buckets and segments by new vs. returning customers.
customer-win-back Identify customers who have not ordered in N days, export a re-engagement list, and tag them in Shopify.
fulfillment-location-routing Reassign fulfillment orders from one location to another for warehouse overflow or regional routing.
shipping-cost-analysis Read-only: aggregates shipping revenue charged to customers vs. actual shipping line costs by carrier and method.
customer-note-bulk-annotator Adds internal notes to customer records in bulk — useful for post-campaign flags, import annotations, or support context.
marketing-consent-report Read-only: audits email and SMS marketing consent status across the customer base for compliance and segmentation.
product-lifecycle-manager Bulk transition products through DRAFT → ACTIVE → ARCHIVED status for seasonal launches and sunsetting.
variant-option-normalizer Detects inconsistent variant option naming (Sm vs Small vs S) and bulk-corrects to a standard set.
product-data-completeness-score Read-only: scores each product on data completeness across description, images, SEO, weight, barcode, cost, and metafields.
tracking-update-bulk Batch-update tracking numbers and URLs on existing fulfillments when a carrier reassigns tracking IDs.
revenue-by-location-report Read-only: breaks down revenue by fulfillment location for multi-warehouse P&L and location performance.
delivery-time-analysis Read-only: calculates average time from fulfillment creation to delivery by carrier using fulfillment and order data.
low-inventory-restock Query all tracked product variants below a stock threshold and export a restock list grouped by vendor.
inventory-valuation-report Read-only: calculates total inventory value (quantity × cost) per location and per vendor for accounting and insurance.
sales-by-channel-report Read-only: breaks down revenue, units, and AOV by sales channel (Online Store, POS, Draft Orders, etc.).
duplicate-sku-barcode-detector Read-only: finds duplicate SKUs or barcodes across all product variants.
split-shipment-planner Splits a multi-line fulfillment order into separate shipments for partial or location-specific shipping.
tax-liability-summary Read-only: aggregates tax collected by jurisdiction from order tax lines for filing prep.
fulfillment-status-digest Generate a daily fulfillment triage digest: all open orders segmented by fulfillment age and flagged for holds or exceptions.
abandoned-cart-recovery Query checkouts abandoned in the last N days, generate unique discount codes per customer, and tag them for re-engagement.
dead-stock-identifier Read-only: cross-references inventory levels with order velocity to flag items with positive stock but zero sales in N days.
discount-ab-analysis Compare redemption rates and revenue performance across two or more discount codes over a specified date range.
return-processing-sla Read-only: measures average time from return request to refund completion, surfacing SLA breaches.
return-initiation Create a formal Shopify Return record for an order, specifying line items, quantities, and return reason — the first step in the native returns workflow.
order-lookup-and-summary Retrieve and summarize full order details for a customer by email, order number, or phone number.
refund-rate-analysis Read-only: calculates refund rate by product, collection, or period — identifies quality and listing issues.
b2b-company-overview Read-only: lists B2B company accounts with locations, catalogs, and payment terms for wholesale management.
high-risk-order-tagger Tags orders flagged as high-risk for manual review and optionally places fulfillment holds to prevent shipping.
exchange-vs-refund-ratio Read-only: tracks what percentage of returns become exchanges vs. refunds vs. store credit — measures revenue recovery rate.
order-risk-report Read-only: lists orders by fraud risk level with indicator details for building a manual review queue.
duplicate-customer-finder Read-only: finds likely duplicate customer records by matching email, phone, or name combinations.
collection-membership-audit Read-only: lists orphan products (in zero collections) and over-collected products for catalog hygiene.
customer-spend-tier-tagger Calculates lifetime spend per customer and applies tier tags (Bronze/Silver/Gold/Platinum) based on configurable thresholds.
metafield-bulk-update Bulk set or delete metafields on products, variants, or customers filtered by tag or collection.
product-tag-bulk-update Add or remove tags on all products matching a collection, existing tag, or search query — for campaign setup, teardown, or catalog organization.
gift-card-balance-report Read-only: lists all active gift cards with remaining balance, expiry, and last-used date for liability tracking.
gift-card-issuance Issue Shopify gift cards (store credit) to customers as a goodwill gesture, post-return incentive, or loyalty reward.
product-image-audit Read-only: flags products and variants with missing images or fewer than a minimum number of images.
discount-hygiene-cleanup Finds expired, zero-usage, or duplicate discount codes and optionally deactivates or deletes them.
stock-velocity-report Read-only: calculates days-of-supply and sell-through rate per SKU and location for replenishment planning.
page-content-audit Read-only: lists all pages and blog posts, flags empty or short content and missing SEO fields.
inventory-transfer-between-locations Moves inventory units from one location to another by decrementing the source and incrementing the destination.
top-product-performance Rank products by revenue, units sold, and refund rate over a date range by aggregating order line items.
refund-and-reorder Process a full or partial refund on an order and optionally create a replacement draft order for the customer.
repeat-purchase-rate Read-only: calculates what percentage of customers place 2+ orders within N days, segmented by product or collection.
wismo-bulk-status-report Identify orders at risk of generating WISMO support tickets: shipped orders with stale tracking, and unfulfilled orders past their SLA window.
customer-cohort-analysis Read-only: groups customers by first-purchase month and tracks repeat purchase rate and revenue per cohort.
return-reason-analysis Read-only: aggregates return reasons across orders to identify product quality or listing issues.
order-hold-and-release Place or release fulfillment holds on open orders in batch — with a stated reason and optional expiry date.
inventory-adjustment Apply inventory quantity adjustments to specific variants at specific locations — after a cycle count, 3PL return batch, or sync discrepancy correction.
order-notes-and-attributes-report Read-only: extracts and tabulates order notes and custom attributes for ops review of gift messages and special instructions.
bulk-price-adjustment Query products by collection or tag and update all variant prices by a percentage or fixed amount, with optional floor/ceiling constraints.
loyalty-segment-export Identify high-LTV customers by order count and lifetime spend, tag them, and export a loyalty-ready contact list.
draft-order-cleanup Finds stale draft orders older than N days and optionally deletes them to reduce admin clutter.
collection-reorganization Reorder products in a manual Shopify collection by inventory level, moving in-stock products to the top and out-of-stock to the bottom.
multi-location-inventory-audit Audit inventory levels across all active locations, flagging variants where Available quantity is negative or Committed exceeds On Hand — a signal of inventory sync drift.
seo-metadata-audit Read-only: scans products, collections, and pages for missing SEO titles or meta descriptions.
checkout-abandonment-report Aggregate abandoned checkout data for a time range, broken down by cart value bucket and hour of day (UTC).
publication-channel-audit Read-only: shows which products are published to which sales channels and flags unpublished active products.
cancel-and-restock Cancel an unfulfilled order, optionally restock inventory, and optionally notify the customer — all in a single validated workflow.
address-correction Update the shipping address on an unfulfilled order before it ships.
url-redirect-audit Read-only: lists all URL redirects, flags redirect chains (A→B→C) and duplicate targets.
bulk-fulfillment-creation Batch-fulfill open fulfillment orders with tracking numbers. Supports partial fulfillment and customer notification toggle.
average-order-value-trends Read-only: tracks AOV over time buckets and segments by new vs. returning customers.
customer-win-back Identify customers who have not ordered in N days, export a re-engagement list, and tag them in Shopify.
fulfillment-location-routing Reassign fulfillment orders from one location to another for warehouse overflow or regional routing.
shipping-cost-analysis Read-only: aggregates shipping revenue charged to customers vs. actual shipping line costs by carrier and method.
customer-note-bulk-annotator Adds internal notes to customer records in bulk — useful for post-campaign flags, import annotations, or support context.
marketing-consent-report Read-only: audits email and SMS marketing consent status across the customer base for compliance and segmentation.
product-lifecycle-manager Bulk transition products through DRAFT → ACTIVE → ARCHIVED status for seasonal launches and sunsetting.
variant-option-normalizer Detects inconsistent variant option naming (Sm vs Small vs S) and bulk-corrects to a standard set.
product-data-completeness-score Read-only: scores each product on data completeness across description, images, SEO, weight, barcode, cost, and metafields.
tracking-update-bulk Batch-update tracking numbers and URLs on existing fulfillments when a carrier reassigns tracking IDs.
revenue-by-location-report Read-only: breaks down revenue by fulfillment location for multi-warehouse P&L and location performance.
delivery-time-analysis Read-only: calculates average time from fulfillment creation to delivery by carrier using fulfillment and order data.
low-inventory-restock Query all tracked product variants below a stock threshold and export a restock list grouped by vendor.
inventory-valuation-report Read-only: calculates total inventory value (quantity × cost) per location and per vendor for accounting and insurance.
sales-by-channel-report Read-only: breaks down revenue, units, and AOV by sales channel (Online Store, POS, Draft Orders, etc.).
duplicate-sku-barcode-detector Read-only: finds duplicate SKUs or barcodes across all product variants.
split-shipment-planner Splits a multi-line fulfillment order into separate shipments for partial or location-specific shipping.
tax-liability-summary Read-only: aggregates tax collected by jurisdiction from order tax lines for filing prep.
fulfillment-status-digest Generate a daily fulfillment triage digest: all open orders segmented by fulfillment age and flagged for holds or exceptions.
abandoned-cart-recovery Query checkouts abandoned in the last N days, generate unique discount codes per customer, and tag them for re-engagement.
dead-stock-identifier Read-only: cross-references inventory levels with order velocity to flag items with positive stock but zero sales in N days.
discount-ab-analysis Compare redemption rates and revenue performance across two or more discount codes over a specified date range.
return-processing-sla Read-only: measures average time from return request to refund completion, surfacing SLA breaches.
return-initiation Create a formal Shopify Return record for an order, specifying line items, quantities, and return reason — the first step in the native returns workflow.
order-lookup-and-summary Retrieve and summarize full order details for a customer by email, order number, or phone number.
refund-rate-analysis Read-only: calculates refund rate by product, collection, or period — identifies quality and listing issues.
b2b-company-overview Read-only: lists B2B company accounts with locations, catalogs, and payment terms for wholesale management.
high-risk-order-tagger Tags orders flagged as high-risk for manual review and optionally places fulfillment holds to prevent shipping.
exchange-vs-refund-ratio Read-only: tracks what percentage of returns become exchanges vs. refunds vs. store credit — measures revenue recovery rate.
order-risk-report Read-only: lists orders by fraud risk level with indicator details for building a manual review queue.
duplicate-customer-finder Read-only: finds likely duplicate customer records by matching email, phone, or name combinations.
collection-membership-audit Read-only: lists orphan products (in zero collections) and over-collected products for catalog hygiene.
customer-spend-tier-tagger Calculates lifetime spend per customer and applies tier tags (Bronze/Silver/Gold/Platinum) based on configurable thresholds.
metafield-bulk-update Bulk set or delete metafields on products, variants, or customers filtered by tag or collection.
product-tag-bulk-update Add or remove tags on all products matching a collection, existing tag, or search query — for campaign setup, teardown, or catalog organization.
gift-card-balance-report Read-only: lists all active gift cards with remaining balance, expiry, and last-used date for liability tracking.
gift-card-issuance Issue Shopify gift cards (store credit) to customers as a goodwill gesture, post-return incentive, or loyalty reward.
product-image-audit Read-only: flags products and variants with missing images or fewer than a minimum number of images.
discount-hygiene-cleanup Finds expired, zero-usage, or duplicate discount codes and optionally deactivates or deletes them.