Head to head, rubric v2.3.0
Seranking is 14 points more agent-ready than Ahrefs (69/100 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%
Seranking 100%
Content legibility
Ahrefs 62%
Seranking 92%
Discovery surface
Ahrefs 15%
Seranking 40%
Identity & policy
Ahrefs 42%
Seranking 42%
Agent-facing performance
Ahrefs 63%
Seranking 75%
Agent protocols
Ahrefs 15%
Seranking 20%
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