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Catalog & Inventory

Pricing, stock, SEO, variant performance

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.

Cogs Completeness Audit

Read-only: identifies products and variants that are missing inventoryItem.unitCost so margin and inventory valuation reports stay accurate.

Collection Membership Audit

Read-only: lists orphan products (in zero collections) and over-collected products for catalog hygiene.

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.

Compare At Price Cleanup

Removes stale compareAtPrice values where current price >= compareAtPrice (no real discount) or compareAtPrice has been set for over a configurable age threshold.

Dead Stock Identifier

Read-only: cross-references inventory levels with order velocity to flag items with positive stock but zero sales in N days.

Demand Forecast Reorder

Read-only: forecasts demand per SKU using sales velocity and seasonality, then calculates reorder points and suggested purchase order quantities.

Duplicate Sku Barcode Detector

Read-only: finds duplicate SKUs or barcodes across all product variants.

Inventory Adjustment

Apply inventory quantity adjustments to specific variants at specific locations — after a cycle count, 3PL return batch, or sync discrepancy correction.

Inventory Aging Report

Read-only: categorizes inventory into aging buckets (0-30, 31-60, 61-90, 90+ days) based on time since last sale or receipt.

Inventory Transfer Between Locations

Moves inventory units from one location to another by decrementing the source and incrementing the destination.

Inventory Valuation Report

Read-only: calculates total inventory value (quantity × cost) per location and per vendor for accounting and insurance.

Low Inventory Restock

Query all tracked product variants below a stock threshold and export a restock list grouped by vendor.

Metafield Bulk Update

Bulk set or delete metafields on products, variants, or customers filtered by tag or collection.

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.

Price Elasticity Analyzer

Read-only: analyzes the relationship between product pricing and sales velocity to identify optimal price points and price-sensitive products.

Product Data Completeness Score

Read-only: scores each product on data completeness across description, images, SEO, weight, barcode, cost, and metafields.

Product Image Audit

Read-only: flags products and variants with missing images or fewer than a minimum number of images.

Product Lifecycle Manager

Bulk transition products through DRAFT → ACTIVE → ARCHIVED status for seasonal launches and sunsetting.

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.

Seo Metadata Audit

Read-only: scans products, collections, and pages for missing SEO titles or meta descriptions.

Stock Velocity Report

Read-only: calculates days-of-supply and sell-through rate per SKU and location for replenishment planning.

Variant Option Normalizer

Detects inconsistent variant option naming (Sm vs Small vs S) and bulk-corrects to a standard set.

Variant Performance Report

Rank every product variant by revenue, units sold, and refund rate, then cross-reference against current inventory to identify dead weight vs. top performers.

Vendor Consolidation

Read-only: detects vendor field typos, casing variants, and trailing-whitespace duplicates across the catalog and proposes a canonical merge per cluster.

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Customer Ops

Segmentation, tagging, B2B

B2b Company Overview

Read-only: lists B2B company accounts with locations, catalogs, and payment terms for wholesale management.

Chargeback Watchlist Tagger

Identifies customers with disputed or charged-back orders and tags their customer record for proactive review on future orders.

Churn Risk Scorer

Read-only: scores customers by churn probability based on purchase recency, frequency decay, and expected repurchase intervals.

Customer Acquisition Cost By Source

Read-only: estimates customer acquisition cost (CAC) per traffic source by joining order count per landing site / referrer with configurable ad spend.

Customer Cohort Analysis

Read-only: groups customers by first-purchase month and tracks repeat purchase rate and revenue per cohort.

Customer Note Bulk Annotator

Adds internal notes to customer records in bulk — useful for post-campaign flags, import annotations, or support context.

Customer Spend Tier Tagger

Calculates lifetime spend per customer and applies tier tags (Bronze/Silver/Gold/Platinum) based on configurable thresholds.

Duplicate Customer Finder

Read-only: finds likely duplicate customer records by matching email, phone, or name combinations.

Email Deliverability Audit

Read-only: scans the customer database for malformed emails, role accounts, disposable domains, and bounce-suspect patterns to protect sender reputation.

Marketing Consent Report

Read-only: audits email and SMS marketing consent status across the customer base for compliance and segmentation.

Rfm Customer Segmentation

Read-only: scores every customer on Recency, Frequency, and Monetary value to segment them into actionable groups (Champions, Loyal, At-Risk, Lost).

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Conversion

Discounts, traffic, performance, gift cards

Checkout Abandonment Report

Aggregate abandoned checkout data for a time range, broken down by cart value bucket and hour of day (UTC).

Cross Sell Opportunity Finder

Read-only: identifies products with high single-purchase rates that could benefit from cross-sell pairing based on category and price affinity.

Discount Ab Analysis

Compare redemption rates and revenue performance across two or more discount codes over a specified date range.

Discount Roi Calculator

Read-only: calculates the true ROI of each discount code and automatic discount by comparing incremental revenue against discount cost.

Frequently Bought Together

Read-only: mines order history to find product pairs and triplets frequently purchased together, generating cross-sell and bundle recommendations.

Gift Card Issuance

Issue Shopify gift cards (store credit) to customers as a goodwill gesture, post-return incentive, or loyalty reward.

Gift Message Extraction

Read-only: extracts gift messages, gift recipients, and gift flags from order custom attributes and notes for fulfillment teams to print on packing slips.

Post Purchase Survey Trigger

Read-only: identifies orders 7–14 days post-fulfillment that are eligible for a post-purchase survey campaign, excluding refunded or cancelled orders.

Top Product Performance

Rank products by revenue, units sold, and refund rate over a date range by aggregating order line items.

Traffic By Page Report

Report sessions, conversion rate, and bounce rate for every product and collection page using Shopify's analytics API — surfaces which pages earn eyeballs and which convert them.

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Fulfillment

Shipping, routing, tracking

Bulk Fulfillment Creation

Batch-fulfill open fulfillment orders with tracking numbers. Supports partial fulfillment and customer notification toggle.

Bundle Availability Check

Read-only: for native bundle products and metafield-defined bundles, verifies every component variant has sufficient stock to fulfill the bundle's effective availability.

Cancel And Restock

Cancel an unfulfilled order, optionally restock inventory, and optionally notify the customer — all in a single validated workflow.

Carrier Performance Comparison

Read-only: compares delivery times and shipping costs across carriers used in fulfillments to inform carrier mix and contract decisions.

Delivery Time Analysis

Read-only: calculates average time from fulfillment creation to delivery by carrier using fulfillment and order data.

Fulfillment Location Routing

Reassign fulfillment orders from one location to another for warehouse overflow or regional routing.

Fulfillment Status Digest

Generate a daily fulfillment triage digest: all open orders segmented by fulfillment age and flagged for holds or exceptions.

Order Hold And Release

Place or release fulfillment holds on open orders in batch — with a stated reason and optional expiry date.

Shipping Rate Audit

Read-only: walks every delivery profile and zone to verify each has at least one valid shipping rate, surfacing zones with no rates or only manual rates.

Split Shipment Planner

Splits a multi-line fulfillment order into separate shipments for partial or location-specific shipping.

Tracking Update Bulk

Batch-update tracking numbers and URLs on existing fulfillments when a carrier reassigns tracking IDs.

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Finance

Revenue, tax, refunds, AOV

Average Order Value Trends

Read-only: tracks AOV over time buckets and segments by new vs. returning customers.

Discount Cost Trend

Read-only: tracks total discount dollars given over configurable time buckets (week/month/quarter), broken down by discount type and code.

Gift Card Balance Report

Read-only: lists all active gift cards with remaining balance, expiry, and last-used date for liability tracking.

Gift Card Liability Report

Read-only: calculates total outstanding gift card balance as a financial liability, broken down by issue cohort and remaining balance band.

Payout Reconciliation

Read-only: reconciles Shopify Payments payouts against the order transactions that funded them and flags amount discrepancies.

Profit Margin Calculator

Read-only: calculates true net profit per order and per product by factoring in COGS, shipping costs, transaction fees, discounts, refunds, and taxes.

Refund Rate Analysis

Read-only: calculates refund rate by product, collection, or period — identifies quality and listing issues.

Revenue By Location Report

Read-only: breaks down revenue by fulfillment location for multi-warehouse P&L and location performance.

Sales By Channel Report

Read-only: breaks down revenue, units, and AOV by sales channel (Online Store, POS, Draft Orders, etc.).

Shipping Cost Analysis

Read-only: aggregates shipping revenue charged to customers vs. actual shipping line costs by carrier and method.

Subscription Mrr Tracker

Read-only: for stores with subscription products, calculates MRR, ARR, active subscriber count, and rolling churn rate from subscription contracts.

Tax Liability Summary

Read-only: aggregates tax collected by jurisdiction from order tax lines for filing prep.

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Order Intel

Fraud, risk, repeat purchases, cross-sell

Automated Order Tagger

Mutation: applies tags to orders based on configurable rules (geography, value, product type, risk level, customer tier).

High Risk Order Tagger

Tags orders flagged as high-risk for manual review and optionally places fulfillment holds to prevent shipping.

Order Attribution Report

Read-only: parses UTM source/medium/campaign from order landing site URLs to attribute revenue, AOV, and conversion volume to marketing channels.

Order Cancellation Analysis

Read-only: tracks cancellation rate over time and breaks down cancelled orders by cancelReason to surface fraud, inventory, customer, and declined-payment patterns.

Order Notes And Attributes Report

Read-only: extracts and tabulates order notes and custom attributes for ops review of gift messages and special instructions.

Order Risk Report

Read-only: lists orders by fraud risk level with indicator details for building a manual review queue.

Partial Refund Pattern Detector

Read-only: surfaces orders with multiple partial refunds or unusually high partial-refund-to-total ratios that may indicate fraud, chronic complaints, or process gaps.

Product Affinity Cross Sell

Mine order history to find which products are most frequently bought together, then rank pairs by support, confidence, and lift to power bundles and cross-sell recommendations.

Repeat Purchase Rate

Read-only: calculates what percentage of customers place 2+ orders within N days, segmented by product or collection.