Public catalog scan

Find catalog issues hiding in the live storefront.

CatalogScore audits public category and product pages, ranks likely listing problems by severity and confidence, and turns them into a focused review queue.

Start an auditSee how it works
No integration requiredPublic data onlyPrioritized for review
Public catalog scan

Public category page

Public marketplace sample

Scanning
Public marketplace product grid for the audit animation
Beauty / Baby / Wellness1,247 listings
91%
89%
94%

Review screen

Priority candidates

Scan complete

82

Health

186

Candidates

42

Priority

01

Optimum Nutrition Whey

Likely category mismatch

91%

Confidence

02

NAN Comfort Formula Stage 1

Missing details

89%

Confidence

03

Dove Anti-Hair Fall Shampoo

Title formatting

94%

Confidence

Proof attached

Open any candidate to inspect the page details behind the flag.

Source URL
Product image
Reason
Confidence

CatalogScore ranks likely issues by confidence and review priority.

No APIneeded for the first audit
7 checksrun on each public scan
Rankedby confidence and severity

CatalogScore checks the page shoppers see.

PIM and SEO tools work upstream. CatalogScore looks at the public marketplace page after the data is live, then gives your team a queue of candidates to review.

PIM systems
Uploaded catalog dataManage the data you publish
SEO auditors
Pages you controlTune search visibility
CatalogScore
Pages shoppers seeFind issues on the public storefront

Every candidate comes with proof.

CatalogScore does not treat a finding as final. Each candidate includes the context, confidence score, and supporting page details your team needs to confirm or dismiss it.

186

candidates

42

priority

Exhibit ALikely category mismatch
91%

Listing under review

Optimum Nutrition Whey

Source URLyourstore.com/c/wellness/...
Product imagethumbnail, 2026-06-24
Reasonlisted under Beauty, not Sports Nutrition
Confidence91%, high priority

From public page to review queue.

Start with the page shoppers see. CatalogScore checks it the same way each time and leaves the final decision to your team.

First audit before setup work
  1. 01

    Observe

    Read selected public category and product pages as shoppers encounter them.

  2. 02

    Analyze

    Run rules and AI checks, then keep candidates that clear confidence and severity thresholds.

  3. 03

    Review

    Review each candidate, add comments, and keep the decision history.

  4. 04

    Improve

    Send priorities to the team and compare catalog health across rescans.

It checks more than empty fields.

Catalog issues are not always blanks. CatalogScore also looks for category, wording, image, and regional signals on the pages shoppers browse.

Marketplace product cards being checked for listing issues
Many categoriesPriority queue

Checks on public catalog pages

01Possible category mismatches
02Thin product descriptions
03Title or description conflicts
04Possible duplicate listings
05Missing size, quantity, or unit info

Start with a public page

Run the first audit before you build an integration.

Choose a public category, collection, or search page. CatalogScore will return the ranked review queue your team can inspect before committing to setup work.

Get started