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Key Features & Functional Overview

ReportWisp provides a structured reporting workspace for merchants who want better visibility into their Shopify store data.

The platform is organized around dashboards, report categories, KPI cards, plots, tables, filters, exports, and scheduled reports. Each feature supports a different part of the reporting workflow: quick review, deeper analysis, investigation, sharing, and recurring business monitoring.

This page explains the major features and how they help merchants understand store performance.

1. Centralized Reporting Workspace​

ReportWisp brings important store reporting areas into one workspace.

Instead of checking multiple disconnected exports or dashboards, merchants can review reports across orders, products, inventory, customers, payments, payouts, refunds, gift cards, disputes, channels, and POS operations from a more organized reporting experience.

This is useful because most business questions require more than one data source.

For example:

  • A sales drop may be connected to channel performance, product availability, customer behavior, or refunds.
  • A payout mismatch may be connected to payment activity, refunds, transaction fees, disputes, or adjustments.
  • A product issue may appear in line item sales, inventory stock, refunds, fulfillment backlog, and customer complaints.
  • A marketing channel may generate orders but also create high discounts, high refunds, or low repeat customer value.

Centralized reporting helps merchants connect these signals more easily.

2. Executive Store Health Dashboard​

The Executive Store Health report gives merchants a high-level view of business performance.

It brings together core indicators from revenue, orders, discounts, refunds, inventory, customers, channels, payments, and business risk.

This is designed for quick business review.

Merchants can use it to quickly understand:

  • Net sales and gross sales
  • Order volume and average order value
  • Revenue movement over time
  • Refund impact
  • Discount leakage
  • Inventory and low-stock risk
  • Unfulfilled revenue exposure
  • New vs repeat revenue
  • Sales by channel
  • Payment method mix
  • Transaction fee impact
  • Estimated margin indicators where available

The Executive Store Health dashboard is useful when a merchant wants one place to start before going deeper into specific reports.

3. Detailed report categories​

ReportWisp includes detailed report categories for different areas of the store.

Each category is organized around a business function, such as orders, inventory, customers, payments, or channels.

The major report categories include:

  • Executive Store Health
  • Orders Reporting
  • Order Line Item Analytics
  • Refunds & Reversals
  • Products & Inventory Health
  • Customers & Retention
  • Sales Channels & Attribution
  • Payments & Transactions
  • Inventory Locations
  • Payout Reconciliation
  • Gift Cards
  • Disputes & Risk
  • POS & Retail Operations

Each category helps answer a different set of business questions.

Orders Reporting focuses on order performance, revenue, fulfillment, payments, customers, channels, and geography. Order Line Item Analytics focuses on product-level and SKU-level performance. Refunds & Reversals focuses on refund impact, refund reasons, refund trends, and reconciliation. Products & Inventory Health focuses on stock levels, sell-through, dead stock, inventory value, replenishment, and fulfillment demand. Customers & Retention focuses on customer growth, customer revenue, repeat behavior, customer risk, geography, and compliance-related signals.

Sales Channels & Attribution helps merchants understand where revenue is coming from and whether attribution data is complete. Payments & Transactions helps finance teams review payment performance, failed transactions, pending amounts, payment methods, gateway fees, and refund transactions. Inventory Locations helps teams review stock by location and fulfillment risk. Payout Reconciliation helps finance teams review payout accuracy and cash movement. Gift Cards helps track balances, redemptions, and liabilities. Disputes & Risk helps monitor chargebacks and dispute exposure. POS & Retail Operations helps review in-person sales, tender activity, staff activity, cash drawers, and retail operations.

4. KPI Cards for Quick Performance Checks​

KPI cards show important numbers in a compact format.

They help merchants quickly understand performance without reading a full table.

Examples of KPI cards include:

  • Net Sales
  • Gross Sales
  • Orders
  • Average Order Value
  • Refund Amount / Refund Rate
  • Discount Amount
  • Total Customers
  • New Customers
  • Repeat Customers
  • Inventory Value
  • Low Stock SKUs
  • Out of Stock SKUs
  • Total Payment Amount
  • Failed Transactions
  • Pending Transactions
  • Payout Amount
  • Active Gift Cards
  • Dispute Count
  • POS Sales

KPI cards are useful for executive reviews, weekly business checks, finance reviews, inventory monitoring, and operational reporting.

5. Charts and Visual Analytics​

Charts help merchants understand patterns faster than raw tables.

ReportWisp uses visual reporting to help merchants identify trends, comparisons, distributions, risk areas, and performance changes.

Common visualization types include:

  • Trend charts for sales, orders, refunds, payments, inventory, customers, and attribution
  • Bar charts for product, vendor, channel, geography, gateway, and location comparisons
  • Mix charts for payment methods, fulfillment status, stock status, customer segments, and sales channels
  • Matrix-style views for channel quality, stock health, customer risk, and operational review
  • Waterfall-style views for revenue, refunds, discounts, and financial movement
  • Pareto-style views for product contribution and customer value concentration

Visualization helps merchants quickly see what is changing, where performance is concentrated, and which areas need deeper review.

6. Tables for Detailed Investigation​

Charts and KPI cards are useful for quick understanding, but business teams often need detailed records.

ReportWisp includes table-based reports to help merchants investigate underlying data.

Tables may include:

  • Order reports
  • SKU performance reports
  • Product sales reports
  • Refund detail reports
  • Customer detail reports
  • Channel performance reports
  • Inventory reports
  • Low stock reports
  • Out-of-stock reports
  • Payment gateway reports
  • Failed or pending transaction reports
  • Payout reconciliation reports
  • Gift card reports
  • Dispute reports
  • POS transaction reports

Tables are especially useful for operations, finance, accounting, support, inventory, and analysis workflows.

7. Export-Ready Data​

ReportWisp supports report exports so teams can use data outside the app when needed.

Exports are useful for:

  • Finance analysis
  • Accounting workflows
  • Operations review
  • Inventory planning
  • Leadership reporting
  • Client reporting
  • External spreadsheet analysis
  • Audit preparation
  • Internal record keeping

Supported export formats may vary by plan and report type, but ReportWisp is designed to provide structured, usable data for reporting workflows.

8. Sales and order analytics​

ReportWisp helps merchants understand how orders and revenue are performing.

Sales and order reporting may include:

  • Net sales
  • Gross sales
  • Average order value
  • Order count
  • Discount amount
  • Tax collected
  • Shipping revenue
  • Refunded order value
  • Sales trends
  • Revenue waterfall
  • Orders by status
  • Fulfillment status
  • Cancelled orders
  • Paid order rate
  • Unpaid or outstanding amount
  • Payment gateway mix
  • Sales by channel
  • Orders by geography
  • New vs repeat orders

This helps merchants understand both revenue performance and operational order health.

9. Product, SKU, and inventory analytics​

ReportWisp helps merchants understand product performance and inventory health.

Product and inventory reporting may include:

  • Units sold
  • Line item net sales
  • Line item gross sales
  • Average unit price
  • Top products by units sold
  • Top SKUs by net sales
  • SKU sales trend
  • Discount leakage by SKU
  • Unfulfilled quantity
  • Unfulfilled value
  • Refunded or removed quantity
  • Product revenue contribution
  • Sales by category
  • Sales by vendor
  • Sales by collection
  • Available stock
  • Low stock SKUs
  • Out of stock SKUs
  • Sell-through rate
  • Inventory value
  • Dead stock value
  • Damaged stock value
  • Stock coverage days
  • Incoming stock
  • Inventory by location

This helps merchandising, inventory, and operations teams understand what is selling, what needs replenishment, what creates risk, and where capital is tied up.

10. Customer and retention analytics​

ReportWisp helps merchants understand customer quality and retention.

Customer reporting may include:

  • Total customers
  • New customers
  • Repeat customers
  • Repeat customer rate
  • Customer growth trend
  • Customer revenue
  • Average customer value
  • Average orders per customer
  • High-value customers
  • New vs repeat customer revenue
  • Revenue by customer segment
  • Top customers by revenue
  • Customer value distribution
  • Customer cohorts
  • Refund-risk customers
  • Customer geography
  • Inactive customers
  • Tax-exempt customers
  • Weak address signals

This helps merchants understand who is buying, who is returning, where customer value is concentrated, and which customer groups may need attention.

11. Channel and attribution analytics​

ReportWisp helps merchants understand revenue by channel and attribution quality.

Channel and attribution reporting may include:

  • Total channel revenue
  • Channel orders
  • Channel average order value
  • Top revenue channel
  • Top AOV channel
  • Revenue by channel
  • Orders by channel
  • Channel refund rate
  • Channel discount rate
  • Net revenue after refunds
  • UTM revenue
  • UTM AOV
  • Referral revenue
  • Paid revenue share
  • UTM campaign revenue
  • UTM source and medium performance
  • Referral site revenue
  • Paid vs organic revenue mix
  • Orders without attribution
  • Unattributed orders trend
  • Channel fulfillment risk
  • Channel geography mix

This helps marketing and leadership teams understand not only which channels drive revenue, but also which channels drive better revenue quality.

12. Finance, payments, payouts, and risk analytics​

ReportWisp helps merchants review financial movement across transactions, refunds, payouts, disputes, fees, and gift cards.

Finance-related reports may include:

  • Total payment amount
  • Net payment received
  • Transaction count
  • Top payment method
  • Top gateway
  • Payment amount trend
  • Payment method mix
  • Gateway performance
  • Transaction fees
  • Fee rate
  • Failed transactions
  • Pending transactions
  • Transaction status mix
  • Refund transactions
  • Sales vs payments reconciliation
  • Authorization not captured
  • Manual payment amount
  • Cash rounding adjustment
  • Payout overview
  • Payout accuracy
  • Deductions and cash leakage
  • Pending and delayed payouts
  • Multi-currency balance review
  • Gift card balances
  • Gift card redemptions
  • Dispute count
  • Chargeback exposure
  • Dispute reasons
  • Dispute status

This helps finance teams move beyond surface-level revenue and review actual payment and cash movement signals.

13. Operational and POS reporting​

ReportWisp also supports store operations and retail reporting areas where data is available.

Operational and POS reports may include:

  • POS sales overview
  • Payment and tender analysis
  • Cash drawer management
  • Staff performance
  • Device and store operations
  • Transaction health and audit
  • POS payments by location
  • Manual payment reports
  • Cash rounding adjustments
  • Staff transaction activity
  • Retail location performance

These reports are useful for merchants with physical retail operations or Shopify POS usage.

14. Decision-making support​

ReportWisp is designed to support decision-making, not just reporting.

The reports help merchants make decisions such as:

  • Which products to restock
  • Which products to discount or discontinue
  • Which channels deserve more investment
  • Which customer groups need retention campaigns
  • Which orders or fulfillment issues need attention
  • Which payment gateways are creating failures or fees
  • Which refunds or disputes need deeper review
  • Which inventory locations create operational risk
  • Which gift card balances represent outstanding liability
  • Which POS activity should be reviewed by store managers
  • Which reports should be scheduled for recurring review

By organizing reporting around business questions, ReportWisp helps merchants move from information to action.