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Data Analytics & AI
01 / Single Source of Truth

Five dashboards that disagree
with each other
is not data

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The Problem
Three ways fragmented reporting
costs more than it costs to fix

The cost of fragmented reporting is not just the time spent assembling it. It is the decisions made from incomplete or contradictory data.

01

Channel performance reviewed in isolation

A channel that shows strong ROAS in isolation may be producing lower contribution margin than it appears when COGS, fulfillment fees, and returns are applied. Platform dashboards show gross revenue and advertising ROAS. They do not show contribution margin. Decisions made from gross revenue data optimize for the wrong number.

02

Weekly reporting assembled by hand

A weekly performance report pulled manually from three platforms and assembled in a spreadsheet takes hours to produce and is stale from the moment it is finished. The team that produces it is not doing analysis — they are doing data assembly.

03

No single P&L view across channels

Amazon, Shopify, and wholesale channels each have different fee structures, shipping costs, and return rates. Without a unified P&L view that normalizes across channels, it is impossible to know which channel is most profitable and where marginal investment produces the best return.

The Work
One dashboard.
Every channel. Updated daily.

ARIA pulls data from every connected platform on a daily basis and delivers it in a single dashboard that requires no manual assembly.

01 — Sales

Multi-Channel Sales View

Amazon sales by ASIN and marketplace, Shopify sales by product and channel, and wholesale revenue — all in a single view with the same normalization applied. Revenue by channel, by SKU, and by date range. Updated daily from ARIA's platform integrations.

02 — Advertising

Blended Advertising Performance

Amazon Sponsored Products, Sponsored Brands, Google Ads, and Meta Ads spend and attributed revenue in a single view. TACoS calculated across Amazon advertising and organic sales. Platform-specific ROAS isolated where useful and blended where it matters.

03 — Margin

Contribution Margin P&L

Revenue minus COGS, Amazon fees, advertising spend, fulfillment costs, and return credits — by channel, by SKU, and by time period. The number that matters, not the gross revenue that platform dashboards report.

04 — Inventory

Inventory & Coverage View

Current FBA stock, Shopify inventory, and in-transit inventory against sales velocity. Days of cover by SKU. Reorder alerts integrated into the dashboard so the operational and financial views are in the same place.

How It Works
Connect the platforms.
Define the metrics. Deploy the dashboard.

The dashboard is built from the platforms that are already connected. No new tracking infrastructure is required for most clients.

01

Platform Integration Audit

We confirm that ARIA has active connections to all relevant platforms: Amazon SP-API, Amazon Advertising API, Shopify Admin, Google Ads, and Meta Ads. Missing connections are configured before the dashboard is built.

02

Metric Definition & Dashboard Build

Key metrics defined with the client team: which numbers are decision-relevant, which are context-relevant, and which are noise. Dashboard built to show decision-relevant metrics prominently. Context metrics available on demand.

03

Delivery Configuration

Daily automated report delivery to the client team. Dashboard access configured. Anomaly alerts set up for metrics that require immediate attention when they move outside expected ranges.

What You Get
One view of the business,
updated every morning.

The dashboard replaces the weekly assembly process and the platform-by-platform review session.

Multi-Channel Sales Dashboard

Daily sales view across Amazon, Shopify, and all active channels.

Blended Advertising Performance Report

TACoS and channel-level advertising performance in a single view.

Contribution Margin P&L

Net margin by channel and SKU after all fees, COGS, and advertising.

Inventory Coverage View

Days of cover by SKU with reorder alerts integrated.

Automated Daily Delivery

Dashboard delivered to the client team on a daily schedule without manual intervention.

ARIA Integration

All data flows through ARIA's platform integrations — no additional tools required.

Next Step

See the whole business
in one view every morning

We work through referrals. If you have been referred, send us a message and we will show you what a unified view of your channel mix would look like.