Product data quality score with trend tracking and field-level health
WISEPIM scores your entire catalog from 0 to 100 across four domains, shows how quality is trending over time, and pinpoints exactly which fields are dragging your grade down.
Why tracking data quality over time changes how you manage your catalog
A single snapshot of your catalog quality tells you where you are today, but not whether things are getting better or worse, or which recent changes made a difference. Without a trend, every quality effort feels like guesswork.
WISEPIM measures your product data quality score continuously and charts how it moves over time. You see whether this month's enrichment sprint actually moved the needle, which domain improved and which new gap appeared, with the same A-F grading every time so the comparison is always fair.
The field-level health panel goes deeper than domain scores: every product attribute is ranked by how complete and accurate it is across your catalog. You see exactly which specific fields are dragging your grade down and how fixing them maps to conversion impact, giving you a precise, prioritized to-do list, not just a number to worry about.
How to monitor product data quality in WISEPIM
From overall grade to field-level fix list in four steps.
Check your overall score and grade
The top-level quality score (0-100) and A-F letter grade give you an instant read on catalog health, and flag if something has slipped since last week.
Review domain performance
Four domain tiles, completeness, channel readiness, SEO and conversion, each show their own score and trend so you see where the quality is strongest and where it's falling behind.
Read the trend chart
The historical chart shows quality score over time per domain. Spot the impact of enrichment campaigns, new product imports or catalog changes before they reach your sales figures.
Drill into field-level health
The field health panel lists every attribute ranked by completeness rate. Click a weak field to see which products are missing it, then hand off to enrichment or editing without leaving the report.
Questions this report answers
Know exactly where your catalog is strong, where it's weak, and whether it's improving.
What is my overall product data quality score right now?
Is my catalog quality improving or declining over time?
Which domain, completeness, channel readiness, SEO or conversion, needs the most attention?
Which specific product fields have the lowest fill rate across my catalog?
Which products have the most critical data quality issues?
Did my last enrichment campaign actually improve my quality score?
Keep your catalog quality high and trending upward
A measured, tracked quality score turns catalog health from a vague concern into a managed metric.
Clear, comparable grade
A letter grade anyone on the team can read and track, no data expertise needed to understand catalog health.
Weaknesses early
Field-level health surfaces the exact attributes pulling your score down so you fix the right things first.
Returns from poor data
Products with complete, accurate data convert better and generate fewer returns, the trend chart shows this payoff over time.
Frequently asked questions about Data QualityFrequently asked questions about Data Quality
What teams usually want to know before switching this report on.
Read the analytics docs
Step-by-step guides, best practices and worked examples for every WISEPIM report.
Related analytics insights
Keep exploring the WISEPIM intelligence suite, every report turns raw data into a decision you can act on today.
Your cockpit comes with a pilot.
- Reads your orders, GA4, and Search Console together
- Checked against what works in your industry
- Tells you what to fix
- Fixes it in one click
Built in collaboration with the most data-driven retailers and brands on the planet.
It's expensive to run, and we won't pretend otherwise. Every day it works through every order, every visitor, every conversion rate, and every product, then weighs all of it against your industry. That depth costs real money, and it's the whole point. We haven't seen anything else that goes this deep.
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