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Analyze How AI Agents
Experience Your Product

Discover your machine-readable entrypoints, build product context maps, and measure execution confidence.

Paste your landing page, API root, docs domain, or repository URL.

Recently Scanned Ecosystems

Top 5 Agent-Native Ecosystems

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Operational Protocol

Ecosystem Audit Mechanics

Analyze how autonomous AI agents traverse, parse, and ingest your product surfaces.

01

Ecosystem Probing

Input your docs root, OpenAPI spec, public GitHub repo, or sitemap. The scanner executes reachability verification and parses key specifications like llms.txt.

02

Graph Synthesis

Automatically maps out semantic references, conceptual dependencies, and API endpoints, building an interactive 3D directed graph to inspect isolated clusters and broken pathways.

03

Agent Simulation

Simulates multiple task-driven agent workflows to locate integration friction. Evaluates hop counts, context size accumulation, and hallucination risks before delivering a custom remediation Markdown report.

Ecosystem Readiness Dashboard
Ecosystem Scorecard Report
Visualizes initial Agent Readiness Index, active repository surfaces, and crawl corpus sizes.
Collapsible Diagnostic Dimensions
Interactive Dimensions breakdown
Expandable categories checking discoverability, token efficiency, runtime validity, and context drift.