Catalog Data Quality & Triage

Your Catalog Is Lying to You

Every inventory system is only as good as its data. That sounds obvious. But I have watched sellers spend weeks troubleshooting forecast accuracy, reorder point timing, and PO math, only to discover the root cause was a missing cost field on 40 SKUs or a lead time set to Shopify's default of 1 day.

Bad catalog data does not announce itself. It hides. And it compounds.

The Cascade Nobody Sees

Here is how one missing field turns into real money lost.

A supplier's lead time is blank, so the system defaults to 1 day. Your reorder point for every SKU from that supplier is now calculated as if inventory arrives overnight. Safety stock drops to near zero. The PO suggestion fires one day before you need the goods instead of three weeks before. By the time the order arrives, you have been out of stock for 18 days.

Multiply that by the number of suppliers where lead time was "entered once during setup and never touched again." I see this pattern constantly.

Data Problem	What Breaks	Typical Cost
Missing cost price	PO dollar values invisible, margin reports wrong	$0 visible cost on a $12,000 order
Wrong lead time	Reorder points off by weeks	14-21 days of unnecessary stockouts
Duplicate SKUs	Demand split across records, forecast halved	50% understocking on your best seller
Unmatched listings	Shopify and Amazon stock not connected	Manual reconciliation, 2-4 hours/week
Missing FNSKU	FBA transfers fail at creation	Stuck inventory, delayed replenishment

That table is not hypothetical. Those are patterns we see in real catalogs during the first week of onboarding.

What Triage Actually Looks Like

Most inventory tools show you a product list and hope for the best. ReplenishRadar treats data quality as a first-class workflow with its own dedicated view, Catalog Triage.

The triage view is organized into six tabs, each targeting a different category of data problem:

Triage is the main resolution queue. Every detected issue lands here, categorized by type and sorted by impact. You work through it like an inbox: resolve, dismiss, or flag for later.

Matching surfaces listings that exist on one channel but not the other. Your Shopify "Blue Widget 12oz" and your Amazon "Blue Widget - 12 Ounce" are the same product, but the system cannot know that until you confirm the match. Unmatched listings mean split demand signals and broken inventory positions.

Duplicates finds SKUs and barcodes that appear more than once. This happens more than you think, especially after bulk imports or when multiple team members create products. We detect duplicate candidates and let you merge records into a single item, preserving history from both.

Missing Data flags the fields that matter for downstream math: supplier, lead time, cost, FNSKU. Not every field. The ones that actually break calculations.

Text Cleanup catches title readability issues, inconsistent naming patterns, and formatting problems that make your catalog harder to search and manage.

Stock Health ties it all together with a view of which items have data quality issues that are actively affecting their inventory planning right now.

The Inspector Panel

Before you act on anything, you want to know what happens if you do. The inspector panel shows the downstream impact of a proposed fix before you commit it.

Changing a lead time from 1 day to 21 days? The inspector shows you which reorder points will shift, by how much, and which items will move into stockout-risk status. You are not guessing. You see the math.

Every action supports undo. We keep a history of changes so you can reverse a bulk edit that went sideways. I have been burned by irreversible bulk operations in other tools, and we built triage specifically to avoid that.

Pack and Bundle Detection

Sellers with bundles and kits know the pain: a "3-pack" listing that is not linked to the individual SKU's inventory. Triage surfaces pack and bundle candidates automatically. It flags listings where the title or description suggests a multi-pack relationship that is not reflected in your inventory structure.

This is one of those problems that is invisible until you sell 50 bundles and discover you have been double-counting stock.

The 80% SKU Limit Trigger

When your catalog reaches 80% of your plan's SKU limit, ReplenishRadar automatically runs a triage pass to find duplicates and ghost SKUs. Most sellers discover that 5-15% of their catalog is dead weight: old listings, test products, duplicates from migrations. Cleaning those up buys headroom without upgrading.

We would rather help you clean your catalog than upsell you to a higher plan. Clean data at 1,800 SKUs beats messy data at 2,500.

Who This Is For

This is built for sellers doing $500K to $10M per year on Shopify and Amazon, managing 200 to 20,000 SKUs. You have outgrown the point where you can eyeball your catalog and spot problems. You are too small for a dedicated data team. You need a system that finds the issues and walks you through fixing them.

If your forecasts feel off but you cannot figure out why, start with your data. Nine times out of ten, that is where the answer is.

Pricing

Plan	Price	Catalog Triage Access
Standard	$99/mo	Read-only triage view. See issues, plan your cleanup.
Growth	$199/mo	Full triage access, guided cleanup workflows, resolution queue.
Scale	$499/mo	Everything in Growth, plus bulk edit drawer, item merging, advanced resolution.
Enterprise	Custom	Everything in Scale, plus concierge data cleanup during onboarding.

All plans include a 14-day free trial. Connect your stores and see what is hiding in your catalog within the first hour.

Start your 14-day free trial | View full pricing

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Related Reading:

• Catalog Triage feature overview
• Shopify Bundles and Inventory Complexity
• How Bad SKU Data Breaks Forecasting
• Scaling from 100 to 10,000 SKUs