This article shows how to check content quality and trust at scale using Screaming Frog and AI, so you know what pages are weak and why.
Many sites have lots of content, but no clear way to tell which pages are low quality, untrustworthy, or just written for SEO. Manual reviews do not scale and guessing what Google wants is risky.
The article explains how to audit E-E-A-T and content quality across many pages using Screaming Frog and the OpenAI API. The goal is to get clear scores and honest feedback for things like authorship, citations, originality, writing quality, and page intent.
You start by importing a custom prompt library into Screaming Frog, then crawl only the pages that matter to avoid wasting time and money. Each page is sent through multiple AI prompts that judge quality, effort, trust, and usefulness.
After the crawl, you export everything into Google Sheets or Excel to calculate average scores and spot patterns. This makes it easy to see where your content is strong and where it needs work, instead of relying on gut feeling.