A one-time network-science audit of your public website — not a SaaS crawler. We show which pages crawlers and AI agents can reach, and how ready those pages are for them to use.
One-time engagement for enterprise public sites. Typical delivery in weeks, with an optional re-scan after you fix issues.
An anonymized sample estate. Drag, zoom, and explore clusters, orphans, and hubs — the same interactive map your team gets with a Digital MRI.
Same engagement, three common triggers. We diagnose structure before you spend on content or tooling.
For CTOs, SEO, web engineering
Answer engines and agents follow editorial links and often strip site chrome. Pages that only live in menus, or that nothing links to, never enter the model. Digital MRI maps three-tier reachability so you see crawl-budget waste and AI-blind spots before you buy another page-level tool.
For migration & platform leads
A CMS or IA rewrite can quietly break reachability while every individual page still “looks fine.” Capture topology before the cutover, then re-scan after — structural drift becomes a measurable delta, not an anecdotal complaint six months later.
For content ops & M&A diligence
Islands, dead-ends, and authority bottlenecks only show up when you map the live graph. Use that view for content cleanup — or in diligence, when you need to see what the acquired site actually connects, not what the sitemap claims.
We crawl every page and link, then map the content graph and the full site graph your team can explore. Three-tier reachability separates editorial paths from chrome-only and link-invisible pages — the gaps page-level audits miss.
We read the topology through five lenses and score AI-readiness signals (schema, agent-facing files, crawlability). Everything rolls into a composite Axiom Score from 0 to 100 that leadership can act on.
The analysis becomes a plain-language briefing leadership reads in one sitting: risks as business impact, a prioritized roadmap, evidence one click away. The same report travels to auditors and vendors without translation.
We walk the report with your team and agree what to fix first. When you want a progress check, an optional re-scan measures what changed against the baseline.
A Digital MRI is a network-science audit of a public website: content + full site graph, three-tier reachability (editorial, navigation-only, link-invisible), Five-Lens scorecard, Axiom Score (0–100), and AI-readiness signals. It surfaces orphans, content islands, and crawlability gaps that page-level audits miss.
The Five-Lens Analysis is Axiom Graph's framework for reading a website's network topology through five complementary views: Skeleton (load-bearing structure and navigation spine), Circulation (authority and attention flow between pages), Organs (functional clusters serving specific business goals), Health (drift indicators like orphans, dead ends, broken clusters), and Nervous System (cross-cluster links that coordinate the estate). Each lens produces a measurable score that rolls up into the composite Axiom Score.
The Axiom Score is a composite 0 to 100 structural-health index derived from the Five-Lens Analysis. It condenses dozens of network-science metrics into a single number that leadership and auditors can read without interpreting graph theory. It also provides a baseline for tracking drift in follow-up scans.
Three use cases drive most engagements: AI crawlability and readiness (what bots and LLM fetchers can reach and use), pre/post enterprise migration baselines, and internal linking / orphan detection across editorial vs chrome-only vs link-invisible pages.
An interactive map of the content graph and full site graph, three-tier reachability breakdown, composite Axiom Score (0 to 100), a Five-Lens scored report with priority recommendations, an executive summary, and an optional re-scan cadence to detect drift.
Traditional audits check individual pages for technical SEO issues one at a time. The Digital MRI captures the entire network and analyzes structural relationships. It reveals problems that only exist at the network level: content islands, broken bridges between business units, orphan clusters, and drift patterns that page-level audits systematically miss.
Yes. An anonymized sample topology is embedded on the Digital MRI service page and can be opened in a dedicated tab for full exploration. It shows the same interactive visualization clients receive, with clusters, hubs, orphans, and bridges explorable directly.
Anonymized Fortune 500 topologies under the Five-Lens framework: patterns and failure modes from real enterprise sites.
Why site topology matters for crawlers and AI agents — and how network structure predicts what page-level audits miss.
The founders, the research, and a Budapest practice applying network and data science to AI governance.
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