Comparing scrapes should not take hours of manual review.
the outcome
See what changed, what is missing, and where competitors are stronger.
Comparing two sites or two crawls is usually painful. You either review everything yourself, spend hours organizing exports, or upload thousands of pages into an AI tool and hope the context survives.
Silkra keeps scrapes structured, searchable, and ready for agents to compare. That makes it easier to spot content gaps, structural differences, internal linking opportunities, and competitor strengths without rebuilding the dataset by hand.
how we help
Let agents compare structured crawl data.
Use Silkra to keep multiple scrapes organized, then compare sites, folders, topics, and historical crawls with agents that can work from the underlying evidence.
the workflow
Compare page sets with the crawl evidence still attached.
Useful comparisons need more than page titles. You need rendered content, headings, links, topics, templates, and URL structure side by side so the differences are clear enough to act on.
Silkra gives agents comparison-ready crawl data so they can parse, group, and explain differences across sites, competitors, folders, or historical scrapes.
side-by-side scrape context
Compare two sites, folders, or crawls while keeping rendered content, headings, metadata, and links attached.
competitor gap detection
Ask agents where competitors have stronger coverage, deeper hubs, better supporting pages, or clearer content structure.
historical crawl comparison
Review what changed between scrapes so migrations, launches, and optimization work can be checked against prior evidence.
template and structure analysis
See how page types, directories, depth, and internal linking differ across competitors or site sections.
agent-parsed differences
Let agents summarize the important differences instead of forcing them to reason over disconnected pasted exports.
strategy-ready gap lists
Turn comparisons into content, linking, and technical opportunities that point back to the pages behind each insight.
related use cases
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