Head to head, rubric v2.3.0
Ahrefs is 2 points more agent-ready than Semflow (55/100 against 53/100). Both scores come from public HTTP responses only.
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Share of each check group passed
Machine access
Ahrefs 100%
Semflow 100%
Content legibility
Ahrefs 62%
Semflow 54%
Discovery surface
Ahrefs 15%
Semflow 25%
Identity & policy
Ahrefs 42%
Semflow 17%
Agent-facing performance
Ahrefs 63%
Semflow 100%
Agent protocols
Ahrefs 15%
Semflow 0%
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