Health score · channel breakdown · sizing · predictions
Period:
Macy's
Orders vs ReturnsMonthly volume · return rate overlay
Predicted Return RateNext 3 months · channel model
Problem ProductsHighest return rates on this channel
Sizing IntelligenceReturn rate by size · alerts
Monthly Sales TrendLast 12 months · YoY overlay
Size Curve by ChannelAllocation skew insight
Different channels attract different body types. Aligning your size allocation to each channel's demand curve reduces stockouts in popular sizes and dead stock in others.
Top PerformersHighest velocity + sell-through
Predicted RevenueNext 3 months · seasonal model
Category PerformanceProduct type return rates on this channel
Sales by StateHover any state for sales + return detail
Deep return reasons, exchanges, item-level data, customer comments. Enriches return intelligence with 10x better reason data.
ConnectedSince Mar 18, 2026
F
Faire
Wholesale Marketplace
Wholesale orders, retailer relationships, and B2B return tracking. Unified view of wholesale and DTC performance.
Available
C
Criteo
Marketing Intelligence
Ad spend, impressions, attributed revenue. Enables True ROAS — return-adjusted ad performance across channels.
ConnectedSince Apr 2, 2026
+
Custom / ERP
CSV or API
Import from any source via CSV upload or REST API. COGS, production data, custom inventory feeds, and legacy ERP systems.
Available
Connect Loop Returns
Frequently Asked Questions
What is Reportly?▼
Reportly is a unified analytics platform built specifically for fashion brands selling across multiple channels. It connects to your sales channels, return platforms, and marketing tools to give you a single view of product performance, return intelligence, and inventory health — replacing spreadsheets, manual reporting, and disconnected dashboards.
What data sources does Reportly connect to?▼
Reportly connects to Shopify for DTC sales and inventory, Mirakl for 3P marketplace channels (Macy's, Nordstrom, Bloomingdale's), Loop Returns for detailed return reason data and exchange tracking, and Criteo for marketing spend and attributed revenue. Each connector adds a layer of intelligence — and Reportly works with just one or all four.
How does the return prediction algorithm work?▼
Reportly uses a proprietary ML prediction engine trained on channel-specific return velocity curves — the unique pattern of how quickly returns arrive after delivery for each marketplace. Since Macy's has a 60-day return window and Nordstrom has 90 days, products that look fine at day 14 may have significant returns still incoming. Our model analyses cohort maturity, seasonal patterns, and cross-channel signals to project the true final return rate before the window closes — giving you early warning weeks before a problem becomes visible in raw data.
What does the Health Score mean?▼
The Health Score is a composite 0-100 rating for each product based on four weighted factors: return rate (30%), sell-through rate (25%), channel performance (25%), and sales velocity (20%). Products are graded A+ through F. It gives you an at-a-glance view of which products are thriving and which need attention — without digging through multiple reports.
How does Smart Restock work?▼
Smart Restock calculates recommended order quantities by factoring in current velocity, days of stock cover, predicted returns, and size-level sell-through. It adjusts for returns that haven't arrived yet, so you're not over-ordering based on inflated gross sales. Products are prioritised by urgency so you know exactly what to reorder first.
Is the data in this demo real?▼
This demo uses realistic sample data modelled on typical fashion brand patterns — including seasonal trends, channel-specific return behaviours, and sizing issues. The algorithms, layouts, and interactions are exactly what you'll see with your own data. Connect your Shopify store and your real numbers will populate within minutes.
Technical Support
Integration issues, API errors, sync problems, or data discrepancies.
142 Broadway, 8th Fl · New York, NY 10038 · purchasing@hazeandlinden.com
PURCHASE ORDER
PO-2026-0000
Vendor
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Ship To
—
Order Date
—
Expected Ship
—
Expected ETA
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Incoterms
—
#
SKU
Description
Qty
Unit Cost
Extended
TOTAL
$0.00
Authorized — Haze & Linden
Accepted — Vendor
PO saved · tracking active
PO History
PO#
Manufacturer
Status
Order Date
Ship Date
ETA
Delivery Date
Units
Value
Delay
PO Document Editor
Your Logo
Haze & Linden
Purchase Order
PO Number
PO-2026-0013
Order Date
Apr 18, 2026
Manufacturer
Atelier Costa
Expected ETA
Jul 22, 2026
Ship To
NJ Fulfillment
Incoterms
FOB Origin
SKU
Product
Qty
Unit
Ext.
LDC-BLK-M
Linden Drape Coat
800
$58
$46,400
HCS-CRM-L
Haze Crewneck Swt
600
$24
$14,400
MPS-NVY-S
Marin Pleated Skirt
400
$22
$8,800
Total
$69,600
Notes: Please confirm fabric composition before cutting. Size run per PO-2026-0011 spec.
Payment terms: Net 30 from delivery. Quality standard: AQL 2.5. Defective goods to be replaced at manufacturer's expense. All items must conform to approved lab dips and fit samples.