silkra
compare against competitors

See exactly where a competitor is ahead.

When crawl data lives in exports, comparing two sites becomes a spreadsheet project. Teams end up sampling pages, copying data into AI tools, and missing the bigger patterns across topics, templates, and links.

See what changed, what is missing, and where they are stronger.

Comparing two sites is useful and tedious. The honest version takes hours of exports. The fast version is a handful of spot checks and a guess.

Crawl table grouped by semantic group with page summaries — light mode

How the comparison stays fair

  • Compare structure, not impressions

    Line two crawls up on topics, hubs, and link depth instead of scrolling a homepage.

    Topic map of 1,000 pages across 44 semantic groups — light mode
  • See what moved since last time

    Diff your own history after a migration or launch and see what changed, page by page.

    Topic map beside an agent drafting a site health summary — light mode
  • Turn the gap list into work

    Each difference stays attached to the pages that demonstrate it, ready for briefs and tickets.

    Internal linking plan built as a sheet of source and target pairs — light mode

The work it takes off your plate

  • Side-by-side scrape context

    Compare two sites or crawls with rendered content, headings, and links still attached.

  • Competitor gap detection

    See where competitors have stronger coverage, deeper hubs, or clearer structure.

  • Historical crawl comparison

    Check migrations, launches, and optimization work against the prior scrape.

  • Template and structure analysis

    See how page types, depth, and internal linking differ across sites or sections.

  • Agent-parsed differences

    Let agents summarize the important gaps instead of reasoning over pasted exports.

  • Strategy-ready gap lists

    Turn comparisons into content, linking, and technical work that points at real pages.

  • Same evidence on both sides

    Crawl the competitor with the same rendered model you use on your own site.

  • Topic coverage diffs

    See which subjects they support that you do not, and the other way around.

  • No more spot-check reviews

    Replace five browser tabs and a guess with two structured scrapes.

Give agents SEO evidence, not slop

Crawl, chunk, and embed any site on your machine, then hand your agents the passages and page evidence behind every answer.

free to start