Head to head, rubric v2.3.0
Wordlift is 4 points more agent-ready than Surferseo (69/100 against 65/100). Both scores come from public HTTP responses only.
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Share of each check group passed
Machine access
Wordlift 100%
Surferseo 100%
Content legibility
Wordlift 77%
Surferseo 96%
Discovery surface
Wordlift 60%
Surferseo 15%
Identity & policy
Wordlift 25%
Surferseo 42%
Agent-facing performance
Wordlift 100%
Surferseo 100%
Agent protocols
Wordlift 20%
Surferseo 0%
Catalogue access
Wordlift 100%
Surferseo 100%
Product data legibility
Wordlift 0%
Surferseo 9%
Agent-commerce protocols
Wordlift 15%
Surferseo 0%
Checkout traversability
Wordlift 60%
Surferseo 30%
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