Compare two drafts and estimate duplication risk instantly.
Overall duplication score combining word and phrase overlap.
Percentage of shared unique words between texts.
Percentage of shared 3-word phrases (shingles).
Duplicate content can dilute rankings and create internal competition. Keep similarity under 50% for safety.
Using Jaccard similarity on both individual words and 3-word phrases (shingles).
Rewrite sections with unique angles, add new data, or change the structure.
Every tool in this section is built for practical execution, not vanity reporting. The fastest way to get value is to run the check on a live page, record the output, implement one targeted fix, and rerun the same check. This short feedback loop helps teams improve technical quality, on-page relevance, and click-through potential without overcomplicating the process.
These utilities are best used as diagnostics inside a broader workflow: audit first, prioritize issues by business impact, ship fixes, then validate outcomes in Search Console and analytics. For example, improving heading hierarchy, metadata, or internal linking typically works best when aligned with a specific landing page objective and a measurable conversion goal.
If you need a full workflow, start from Technical SEO, then move to On-Page SEO, and finish withLink Building diagnostics.