marcmansour.dev agent readiness score
38/ 100
DAt Risk
Sitemap exists, but a developer portal is missing.
Discovery
3/20
Access
12/30
Usability
19/40
Payments
N/A
Agent Journey
ran Sep 5, 2026Which agents visit marcmansour.dev?
Front shows which agents visit, what they came for, and what your pages couldn't answer. Free plan, no credit card.Competitive Analytics
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