Head to head, rubric v2.3.0
Seo is 5 points more agent-ready than Ahrefs (60/100 against 55/100). Both scores come from public HTTP responses only.
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Share of each check group passed
Machine access
Ahrefs 100%
Seo 100%
Content legibility
Ahrefs 62%
Seo 73%
Discovery surface
Ahrefs 15%
Seo 40%
Identity & policy
Ahrefs 42%
Seo 25%
Agent-facing performance
Ahrefs 63%
Seo 63%
Agent protocols
Ahrefs 15%
Seo 10%
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