Free Tool · Estimator·Updated June 2026

Crawl-Depth Retrieval Estimator

Enter a page's click-depth from your homepage and see how likely real-time AI agents are to reach it before they time out.

Clicks from the homepage 3 hops

How many clicks a crawler needs to reach this page from your homepage.

Page is in your sitemap & llms.txt

Discovery files help real-time agents reach deeper pages, worth roughly one hop.

Real-time retrieval probability
70%
depth 3 from the homepage
AT RISK
Reachability

Models real-time retrieval probability by crawl depth (100 / 96 / 88 / 70 / 42 / 20% at depths 0-5), grounded in the internal-linking-for-AI-retrieval research. Real-time agents have seconds to fetch a URL; past depth 3 retrieval falls off a cliff. Directional.

How this works

Real-time AI retrieval agents (OAI-SearchBot, PerplexityBot) have only seconds to discover and fetch a URL before the model answers. The deeper a page sits from your homepage, the less likely it is reached in time. This tool maps your page's click-depth onto a modeled retrieval-probability curve, and a working sitemap plus llms.txt effectively shortens that path by about one hop.

Keep every key asset within 2-3 hops. Directional, not a crawl simulation.