Head to head, rubric v2.3.0
Visibility is 27 points more agent-ready than Ahrefs (82/100 against 55/100). Both scores come from public HTTP responses only.
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Share of each check group passed
Machine access
Visibility 100%
Ahrefs 100%
Content legibility
Visibility 65%
Ahrefs 62%
Discovery surface
Visibility 100%
Ahrefs 15%
Identity & policy
Visibility 67%
Ahrefs 42%
Agent-facing performance
Visibility 100%
Ahrefs 63%
Agent protocols
Visibility 50%
Ahrefs 15%
Catalogue access
Visibility 100%
Ahrefs 0%
Product data legibility
Visibility 13%
Ahrefs 0%
Agent-commerce protocols
Visibility 60%
Ahrefs 15%
Checkout traversability
Visibility 60%
Ahrefs 0%
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