Head to head, rubric v2.3.0
Mentiongeo is 6 points more agent-ready than Leadengine (37/100 against 31/100). Both scores come from public HTTP responses only.
Score your own site
Get a free 100-point agent-readiness score.
Share of each check group passed
Machine access
Leadengine 75%
Mentiongeo 79%
Content legibility
Leadengine 19%
Mentiongeo 58%
Discovery surface
Leadengine 0%
Mentiongeo 0%
Identity & policy
Leadengine 0%
Mentiongeo 0%
Agent-facing performance
Leadengine 100%
Mentiongeo 38%
Agent protocols
Leadengine 0%
Mentiongeo 0%
Watch this comparison instead of re-checking it
Track either domain and Qomvia re-scans it weekly, alerts you when a check breaks, and shows which of the two an assistant names when a buyer asks.