Head to head, rubric v2.3.0
Both sites score 65/100 for AI agent readiness: they fail and pass the same balance of checks, though not necessarily the same ones.
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Share of each check group passed
Machine access
Qualiloop 100%
Rankfender 100%
Content legibility
Qualiloop 81%
Rankfender 77%
Discovery surface
Qualiloop 45%
Rankfender 50%
Identity & policy
Qualiloop 25%
Rankfender 58%
Agent-facing performance
Qualiloop 100%
Rankfender 38%
Agent protocols
Qualiloop 0%
Rankfender 5%
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