Head to head, rubric v2.3.0
Seo is 4 points more agent-ready than Ahrefs (63/100 against 59/100). Both scores come from public HTTP responses only.
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Share of each check group passed
Machine access
Seo 100%
Ahrefs 100%
Content legibility
Seo 73%
Ahrefs 77%
Discovery surface
Seo 40%
Ahrefs 15%
Identity & policy
Seo 25%
Ahrefs 42%
Agent-facing performance
Seo 100%
Ahrefs 63%
Agent protocols
Seo 10%
Ahrefs 15%
Catalogue access
Seo 100%
Ahrefs 0%
Product data legibility
Seo 0%
Ahrefs 0%
Agent-commerce protocols
Seo 0%
Ahrefs 15%
Checkout traversability
Seo 30%
Ahrefs 0%
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