Audit sites for autonomous AI crawlers from your browser
AgentShare Agent Readiness, from AgentShare, is a Chrome extension that evaluates how well websites expose themselves to autonomous AI agents, aimed at teams preparing for machine-driven discovery. The extension analyzes site policies and discovery files, consolidating results into a visual readiness indicator and actionable guidance for fixes. It supports development and SEO workflows that must account for non-human crawlers, helping teams spot addressability gaps that affect machine access and automated indexing.
What is Agent Readiness used for?
Agent Readiness is a Chrome extension that performs a domain-level audit to assess a host's machine-facing policy posture and returns a visual Agent Readiness Score as a health indicator. The tool focuses on whether a site clearly communicates crawling rules and data access to automated clients, so teams can prioritise machine addressability items instead of broader SEO metrics.
How does it reveal the GA4 blind spot?
The extension parses crawler and discovery files to surface mismatches between declared rules and observed traffic, helping to expose the GA4 blind spot where autonomous agent requests go uncounted. It inspects files such as:
- robots.txt
- llms.txt and llm.txt
- ai.txt
How does it fit into developer and SEO workflows?
Agent Readiness supplies direct fix guides with copy-paste templates for common policy edits, reducing the time needed to produce host rules for machine clients. Templates cover well-known automated clients such as:
- GPTBot
- ClaudeBot
- Gemini
Who benefits most and what are the tool's maturity limits?
The extension targets early adopters and specialists focused on machine-driven discovery; it is a recent release that has drawn niche attention on platforms like Hacker News. The developer also offers related APIs for machine-to-machine commerce, indicating a product family approach rather than a general analytics platform. Organisations seeking broad dashboarding or mature third-party integrations may find the scope intentionally narrow.
Practical choice for teams preparing machine-addressable endpoints
AgentShare Agent Readiness is a focused option for webmasters and developers who want clearer machine addressability, offering specialist signals rather than broad analytics coverage. Trade-off: its niche scope and recent release mean standards and integrations may evolve. For teams maintaining machine-facing endpoints, include agent-addressability checks in release QA and treat the extension as a targeted sensor within a wider monitoring strategy.
