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Action

Content Error Detector

Catches embarrassing content mistakes on key pages before customers see them

How it works

After each crawl, reviews AI page descriptions and change descriptions on pages where direct content changes were detected. Looks specifically for content quality errors — placeholder text, spelling mistakes, broken sentences, missing content, repeated text blocks, or nonsensical copy — that suggest a deployment error or incomplete content edit. Prioritises alerts by page revenue and traffic.

Data sources

Page timeline · AI change descriptions (SCD) · AI page descriptions (SPD) · Key page flag · Page analytics

Schedule

Daily

Example insight

Content Error Detector

Action Agent

Placeholder text 'Lorem ipsum' live on category page

The Women > New Arrivals category page contains placeholder text in the header description area. This was likely left from a staging deploy and is visible to all users.

Content Error