Content Comparison
See how your page stacks up against competitors cited by AI systems like ChatGPT, Perplexity, and Copilot. Identify content gaps, improve structure, and increase your chances of AI visibility.
Steps to use the Content Comparison
Log in to the account with valid credentials.
It navigates to the Home page.
Step 1 :
From the Home, go to the left navigation menu.
Click On-page Analysis to expand its options (if it isn’t already open).
Click Content Comparison to open the tool.
Confirm you have the correct project selected (top-right).
If the project has no comparisons yet, run a content analysis from the AI Visibility / Citations area or manually create a new comparison (seed + citations).
After you create a comparison (via Content Analysis modal or the citations page), it will appear here.
Step 2 :
If the correct project selected, the content comparison table shows the (seed query, citations cound, created, actions).
Click Content Comparison (play icon) to open the analysis results or re-run it.
Use Entity Analysis for deeper semantic/entity extraction if needed.
Use the trash icon to remove obsolete comparisons.
Paste your Seed URL into the top field (the page you want to analyze).
Add one or more Citation URLs (competitor/reference pages) — one per line.
Optionally click the edit icon if you need to adjust the seed.
Click Start Content Analysis. Wait for processing, then review results (returned in the modal like in Image 1).
Review the table rows to see which tags/content were found on the seed page and which matching citations contained similar text.
Click Export CSV to download the full results for offline review or to share with teammates.
Use the exported data to identify citation overlap, copyable snippets, or missing content to improve your page.
