Free Public Tool · Powered by Glintbase
Analyze How AI Agents
Experience Your Product
Discover your machine-readable entrypoints, build product context maps, and measure execution confidence.
Recently Scanned Ecosystems
Top 5 Agent-Native Ecosystems
Leaderboard →ARS 3.0 Architecture
Sub-5s Machine Readiness Standard
Deterministic 119-check parallel probe suite, dynamic archetype denominator scaling, and autonomous flight simulation.
01
Parallel 4-Layer Probing
Sub-5-second concurrent probe suite testing 119 discrete checks across Discovery, Access, Usability, and Payments without slow HTML crawler latency.
02
Dynamic Archetype Scaling
Calculates ARS score using dynamic denominator scaling (Dactive = Dbase + Sbonus), eliminating unfair penalties for non-payment or documentation sites.
03
Autonomous Flight Simulator
Zero-cost deterministic trajectory replay across Claude Code, Cursor, and Perplexity with BPE token tax counters and counterfactual What-If fix proofs.
Ecosystem Scorecard Report
Visualizes initial Agent Readiness Index, active repository surfaces, and crawl corpus sizes.
Interactive Dimensions breakdown
Expandable categories checking discoverability, token efficiency, runtime validity, and context drift.