Link Graph Intelligence

Link Graph Intelligence for internal links, crawl paths, and dependency risk.

Kommento maps a website as URL nodes and directed source-to-target edges so SEO teams, agencies, site owners, and platform operators can see how pages connect, which pages are buried, where anchors are weak, what links break, and which third-party dependencies sit inside the site architecture.

  • 1 credit per page
  • $1 per credit
  • Full-site estimate first
  • URL nodes and directed edges
  • Internal links, anchors, depth, and sitemap gaps

Internal link graph audit

See the website as a connected crawl graph, not a flat page list.

Most sites look fine one URL at a time. The problems appear when the whole site is mapped: important pages sit too many clicks from the homepage, product pages have weak anchor text, redirects waste crawl paths, footer links dominate the graph, and pages that should earn attention have almost no followed inlinks.

Link Graph Intelligence is built for that full-site view. It connects page inventory, source-to-target edges, anchor examples, sitemap comparison, and dependency discovery so your team can understand the architecture behind search visibility.

1credit per page
3+clicks reviewed
2graph lanes
NodesURL inventory EdgesSource to target RiskBroken links and suppliers

What Link Graph checks

Kommento focuses on crawlable, explainable signals. The result is not a decorative chart. It is a technical link graph audit that shows how pages are found, how link equity may move, which anchors describe the destination, and where crawl or dependency risk deserves attention.

URL nodes

Build the page inventory.

Collect normalized URLs, final URLs, canonical targets, status codes, content types, titles, H1s, indexability hints, page type, crawl depth, folder depth, and first-discovered paths.

Directed edges

Map source-to-target links.

Track the source page, target page, final target, anchor text, accessible name, rel values, follow state, placement bucket, occurrence count, and whether the link came from raw HTML or rendered DOM.

Crawl depth

Find buried and thinly linked pages.

Surface high-depth URLs, low-inlink pages, pages with no internal outlinks, sitemap-only pages, orphan-ish pages, and important pages that sit too far from the homepage or primary navigation.

Anchor text

Review link purpose and context.

Flag generic anchors, empty links, image or icon links without accessible names, URL-as-anchor patterns, overly long anchors, and inconsistent anchor language pointing to the same destination.

Broken links

Catch redirects, dead ends, and unsafe patterns.

Look for internal 4xx and 5xx targets, redirect chains, HTTP links from HTTPS pages, mixed-content resource links, protocol issues, unsafe new-tab links, and insecure form destinations.

Sitemap gaps

Compare crawl reality to sitemap intent.

Review sitemap URL counts, sitemap-only URLs, crawled pages missing from the sitemap, non-indexable pages in the sitemap, robots-disallowed URLs discovered through links, and canonical/sitemap disagreement.

What you get

Link Graph delivers evidence your SEO, content, and web teams can act on.

A good internal link audit should make decisions easier: what to fix first, which pages need stronger paths, which anchors confuse users and crawlers, where broken links live, and whether a site migration or redesign changed the graph.

  • URL node inventory with status, canonical, indexability, crawl depth, and page metadata
  • Directed edge inventory with source URL, target URL, anchor, rel, placement, and follow state
  • Internal link issue list for broken links, low-inlink pages, high-depth pages, and orphan-risk URLs
  • Anchor intelligence for generic, empty, image-only, inconsistent, and overly long anchors
  • Sitemap, robots, canonical, and crawl comparison for discovery gaps
  • Supplier and resource dependency summary for scripts, CDNs, analytics, widgets, pixels, and third-party hosts
  • CSV, JSON, and report-ready outputs when available in the portal workflow

Product category URL

Depth 4 Review

Important page is more than three clicks from the homepage and has only two followed inlinks.

Footer link cluster

231 edges Watch

Repeated template links dominate the graph and may hide body-context opportunities.

Generic anchor set

CLICK HERE Fix

Anchor text does not describe the destination for users, crawlers, or assistive technology.

Third-party script host

New Check

Supplier appeared since the previous crawl and should be reviewed for purpose and risk.

Who uses it

Link Graph Intelligence is useful before a redesign, after a migration, during technical SEO cleanup, before content consolidation, when a site has too many thin paths, or when a business needs proof that important pages are reachable and supported by meaningful links.

Site owners and content teams

Prioritize which pages need better internal paths, clearer anchors, stronger navigation, or consolidation after years of content growth.

  • Content pruning support
  • Topic cluster review
  • Homepage-to-revenue page paths

Redesign and migration teams

Compare graph changes before and after launch so redirects, removed links, new suppliers, and lost paths do not surprise the business later.

  • Pre-launch crawl map
  • Post-launch verification
  • Change tracking and exports

Scan workflow

Full-site Link Graph work should not feel mysterious. The intended flow is clear: discover enough URLs to estimate scope, show page count and credits, confirm the scan, then collect page and edge evidence for the report.

1

Enter the domain

Start from the homepage, a specific URL, or a scoped website path.

2

Estimate pages

Use homepage links, sitemap hints, robots references, and selected page scope to estimate the crawl.

3

Review credits

See the page count and Link Graph credit estimate before queueing full-site work.

4

Confirm scan

Launch only after the cost is visible and the scope matches the work you want.

5

Review the graph

Use URL nodes, directed edges, anchors, depth, sitemap gaps, and dependency findings to prioritize fixes.

SEO value

Search engines discover, revisit, and understand pages through links. A link graph audit helps show whether the site is sending clear internal signals or hiding important pages behind weak paths, generic anchors, broken links, and confusing sitemap behavior.

Discovery

Make important pages easier to find.

Find pages that exist but are difficult to reach through normal crawl paths, primary navigation, body links, or related-page clusters.

Authority flow

Review where internal attention goes.

Compare inlinks, unique inlinks, outlinks, depth, and repeated template links to see which pages receive support and which pages are left thin.

Anchor clarity

Improve link purpose for humans and crawlers.

Replace vague anchors with descriptive language that helps users, assistive technology, and search systems understand the destination.

Change control

Catch graph changes after launches.

Track depth, inlink, outlink, supplier, anchor, redirect, canonical, and sitemap membership changes before they turn into traffic or reporting surprises.

Map the site before the next change

Use Link Graph Intelligence before redesigns, migrations, SEO cleanup, and client reports.

Send the domain, approximate site size, whether JavaScript-rendered links matter, and whether you need Link Graph alone or a full SEO, Accessibility, and Link Graph bundle. Kommento can help scope the scan and explain the credit path before work starts.