AXIOM
Case Studies
Real findings from AXIOM agent-readiness audits. Each study documents a specific pattern, its impact on AI agent comprehension, and the fix.
Agent DiscoveryAXIOM ManifestBehavioral Test
The Agent That Couldn't Find the Map
A frontier AI agent was given a site with three AXIOM discovery mechanisms deployed. It missed every one. What this reveals about the gap between agent capability and agent behavior.
AXIOM ManifestAgent ExperienceFirsthand Report
AXIOM Manifest: An Agent's Perspective
During a site health check, an AI agent encountered an AXIOM 3.1 manifest and documented the experience. One 4KB fetch replaced a multi-request discovery process, revealing the gap between how agents navigate the web today and how it could work.
4 KBManifest Size
1 FetchFull Site Discovery
22 ToolsCataloged Without Crawling
Content SurvivabilityReact / Next.jsReal-World Finding
The One Line of Code That Made an Entire Website Invisible to AI
How a common React dark mode pattern silently destroyed Content Survivability, making an entire Next.js website invisible to AI agents. A real finding from an AXIOM audit.
0 / 100Content Survivability — Before
92 / 100Content Survivability — After
1 LineCode Changed