Access Layer for Machine Comprehension
Modern AI systems cannot interpret what they cannot access. Before an LLM can classify, embed, or retrieve your content, it must be able to reach it, render it, and extract it in a stable, script‑free environment. AI crawlers do not execute complex JavaScript, do not wait for hydration, and do not interact with modals or dynamic components. They operate as lightweight agents whose only goal is to obtain a clean, unambiguous text representation of the page.
If the content is not present in a text‑only crawl, AI will not see it. If AI cannot see it, it cannot embed it. If it cannot embed it, it cannot retrieve it.
This audit evaluates your site’s access layer exactly the way an LLM processes it.
- Server‑Side Availability — whether your primary content exists in the initial HTML response or is lost behind client‑side rendering.
- Render Stability — whether the DOM remains consistent on first load or collapses under hydration, personalization, or A/B scripts.
- Modal Interference — whether cookie banners, popups, or consent gates obstruct the raw DOM and block AI extraction.
- Robots.txt Integrity — whether your directives allow AI crawlers to access essential resources without accidental disallow rules.
- Resource Accessibility — whether CSS, JS, and API endpoints required for structural clarity are blocked or return inconsistent status codes.
- Sitemap Coherence — whether your sitemaps expose the true entity structure of the site or hide critical pages from discovery.
- Internal Link Visibility — whether your linking architecture is visible in the raw HTML or dependent on JavaScript.
- Canonical Access Paths — whether AI can reach the canonical version without redirect chains or conflicting signals.
This is not a crawl‑budget check. This is a Machine Readability diagnostic — an evaluation of whether AI systems can access, extract, and interpret your content in a stable, predictable, script‑free environment.
Start with a free one‑page analysis to see whether your content is fully visible to AI crawlers — or invisible.
Single Crawlability & Indexation Check — Free
Full Site Audit — Crawlability & Indexation
Identify AI-bot blockades, JS-dependency failures, and token-waste bottlenecks across your entire site architecture.