OpenIngress

OpenIngress assesses website usability specifically for programmatic agents, ensuring they can effectively navigate, interact, and complete tasks on your live site. Key features include: • Live UI exploration for agent operability • Comprehensive crawl coverage and break point reporting • Operability scoring and action mapping • Task completion simulation with programmatic agents • Open-source platform; integrate your own language model This tool addresses a critical gap: while traditional SEO focuses on findability, OpenIngress validates an agent's ability to operate on the live Document Object Model. It identifies critical issues like unlabeled controls, client-only routes, or accessibility tree omissions that can cause agent sessions to stall and tasks to fail. Unlike static accessibility checkers or basic SEO tools, OpenIngress provides dynamic analysis by simulating actual agent interactions. OpenIngress works by first crawling your site to discover pages, capture HTML, screenshots, and ARIA snapshots. It then analyzes this data to score operability, map on-site actions, and flag gaps that agents cannot resolve. Finally, it uses language model-guided jobs to explore the crawl catalog, attempting to reach specific pages or complete tasks and recording all blockers and points of failure. The result is a detailed report on coverage, break points, and evidence, showing precisely what the agent reached and where it stalled. Built for engineering and product teams, developers, and digital strategists who need to understand and optimize their websites for agent traffic. It's ideal for those focused on agent-based user experience, ensuring that programmatic visitors can achieve their goals efficiently.