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Catalog health and Quality Score

How Noobit measures whether a product is ready to be published.

5 min read

The Quality Score is a 0-100 score Noobit calculates for each product. It reflects how complete and ready to publish the product is: data, content, images, metadata. Catalog health is the aggregate of all the individual scores in your account.

How it's calculated

The score starts at 100 and subtracts points for each problem it finds. There are more than 20 checks, grouped into six blocks:

Basic data
EAN and SKU (without either one, it won't be published), brand and price
Content
Name, long description, SEO, tags, whether the AI wrote it and whether it passed quality control
Images
Whether there are any, whether they're processed and, for variable products, the parent's main image
Variations (if applicable)
That it has variations and variation attributes, and the SKU and EAN of each one
Taxonomy
An assigned category
Product Knowledge
Whether it's consolidated and up to date (only a warning, it doesn't subtract)

Specific issues, not just a number

Each product doesn't just have a score; it has a list of active issues, each with a severity level:

Critical
Blocks publishing. Examples: “no name”, “variable with no variations”, “no main image at parent level”, “no EAN or SKU”.
Warning
Lets you publish but warns you. Examples: “no long description”, “no SEO”, “no images”, “unprocessed images”.
Info
A suggestion. Examples: “no tags”, “no quality control”, “outdated Product Knowledge”.
Issues tell you what to do
A score of 65 doesn't tell you what to fix. The list of issues does: “no SEO”, “2 images waiting to be processed”, “no category assigned”. You work through it item by item.

Catalog health dashboard

In «Dashboard», «Salud del catálogo» (Catalog health) shows:

  • The catalog's average score
  • How many products are fine, have warnings or are critical
  • Coverage: AI content, description, images, SEO, brand, EAN and published
  • The products that need attention, with their main problem

Auto-approval threshold

Set per account in «Preferencias» → «Pipeline» (Preferences → Pipeline): the minimum score a product needs to be published automatically. It's 85 by default, but you adjust it to your level of confidence.

  • Product with a score ≥ threshold: if the publisher is on Automatic, it publishes directly
  • Product with a score < threshold: if the publisher is on Automatic, it needs manual approval even though it's set to Automatic

When it's calculated

Health is calculated on the spot every time you open the product. The quality score is saved when the product goes through quality control: in the pipeline or with the «Control de calidad» (Quality control) button in the product record (it reads «Re-evaluar QA», Re-run QA, once the product has a score).

What the score does NOT measure

The score deliberately doesn't try to measure the subjective quality of the content (whether the description “sounds good”) or the aesthetic quality of the images. It measures completeness and structural consistency. You judge the editorial quality by reading the product page; the look of the photos is checked by image processing, which sends the ones it doesn't accept to «Revisión imágenes» (Image review).

Related

Pipeline · QAFeature · Quality Score and catalog healthApprovals